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Trends and practicalities of digital transformation in life sciences R&D | For Librarians | Springer Nature

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id="c10895856" class="teaser teaser-navigation-full item-2 item-2-8"><div> <div class="core"> <a href="/la/librarians/products/journals/springer-journals" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Springer journals - /la/librarians/products/journals/springer-journals">Springer journals</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895854" class="teaser teaser-navigation-full item-3 item-3-8"><div> <div class="core"> <a href="/la/librarians/products/journals/nature-research-journals" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Nature Portfolio journals - /la/librarians/products/journals/nature-research-journals">Nature Portfolio journals</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895860" class="teaser teaser-navigation-full item-4 item-4-8"><div> <div class="core"> <a href="/la/librarians/products/journals/adis-journals" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Adis journals - /la/librarians/products/journals/adis-journals">Adis journals</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895852" class="teaser teaser-navigation-full item-5 item-5-8"><div> <div class="core"> <a href="/la/librarians/products/journals/academic-journals-on-nature-com" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Academic journals on nature.com - /la/librarians/products/journals/academic-journals-on-nature-com">Academic journals on nature.com</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895858" class="teaser teaser-navigation-full item-6 item-6-8"><div> <div class="core"> <a href="/la/librarians/products/journals/palgrave-journals" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Palgrave Macmillan journals - /la/librarians/products/journals/palgrave-journals">Palgrave Macmillan journals</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895862" class="teaser teaser-navigation-full item-7 item-7-8"><div> <div class="core"> <a href="/la/librarians/products/journals/journal-archives" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Journal archives - /la/librarians/products/journals/journal-archives">Journal archives</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895864" class="teaser teaser-navigation-full item-8 item-8-8 last-item end"><div> <div class="core"> <a href="/la/librarians/products/journals/open-access-journals" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Open access journals - /la/librarians/products/journals/open-access-journals">Open access journals</a> </div> </div></div></li></ul> </div> </div></div></li><li class="collection-navigation-header-level-2--listwrap column" id="" data-mh="12214646"><div id="c10683246" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-2 item-2-4"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10683678" class="teaser teaser-navigation-full item-1 item-1-7"><div> <div class="core"> <a href="/la/librarians/products/ebooks" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - eBooks - /la/librarians/products/ebooks">eBooks</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895796" class="teaser teaser-navigation-full item-2 item-2-7"><div> <div class="core"> <a href="/la/librarians/products/ebooks/ebook-collection" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - eBook collections - /la/librarians/products/ebooks/ebook-collection">eBook collections</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895818" class="teaser teaser-navigation-full item-3 item-3-7"><div> <div class="core"> <a href="/la/librarians/products/ebooks/book-archives" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Book archives - /la/librarians/products/ebooks/book-archives">Book archives</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17038100" class="teaser teaser-navigation-full item-4 item-4-7"><div> <div class="core"> <a href="/la/librarians/products/ebooks/open-access-books" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Open Access Books - /la/librarians/products/ebooks/open-access-books">Open Access Books</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c11031174" class="teaser teaser-navigation-full item-5 item-5-7"><div> <div class="core"> <a href="/la/librarians/products/ebooks/proceedings" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Proceedings - /la/librarians/products/ebooks/proceedings">Proceedings</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895814" class="teaser teaser-navigation-full item-6 item-6-7"><div> <div class="core"> <a href="/la/librarians/products/ebooks/reference-modules" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Reference Modules - /la/librarians/products/ebooks/reference-modules">Reference Modules</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c11047638" class="teaser teaser-navigation-full item-7 item-7-7 last-item end"><div> <div class="core"> <a href="/la/librarians/products/ebooks/textbooks" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Textbooks - /la/librarians/products/ebooks/textbooks">Textbooks</a> </div> </div></div></li></ul> </div> </div></div></li><li class="collection-navigation-header-level-2--listwrap column" id="" data-mh="12214646"><div id="c10683242" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-3 item-3-4"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10683684" class="teaser teaser-navigation-full item-1 item-1-9"><div> <div class="core"> <a href="/la/librarians/products/databases-solutions" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Databases &amp; Solutions - /la/librarians/products/databases-solutions">Databases &amp; Solutions</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10896174" class="teaser teaser-navigation-full item-2 item-2-9"><div> <div class="core"> <a href="/la/librarians/products/databases-solutions/adis-insight" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - AdisInsight - /la/librarians/products/databases-solutions/adis-insight">AdisInsight</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c23263160" class="teaser teaser-navigation-full item-3 item-3-9"><div> <div class="core"> <a href="/la/librarians/products/databases-solutions/data-solutions" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Data Solutions - /la/librarians/products/databases-solutions/data-solutions">Data Solutions</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c12214586" class="teaser teaser-navigation-full item-4 item-4-9"><div> <div class="core"> <a href="/la/librarians/products/databases-solutions/protocols-io" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - protocols.io - /la/librarians/products/databases-solutions/protocols-io">protocols.io</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895896" class="teaser teaser-navigation-full item-5 item-5-9"><div> <div class="core"> <a href="/la/librarians/products/databases-solutions/springermaterials" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - SpringerMaterials - /la/librarians/products/databases-solutions/springermaterials">SpringerMaterials</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10895898" class="teaser teaser-navigation-full item-6 item-6-9"><div> <div class="core"> <a href="/la/librarians/products/databases-solutions/springerprotocols" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - SpringerProtocols - /la/librarians/products/databases-solutions/springerprotocols">SpringerProtocols</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c15081466" class="teaser teaser-navigation-full item-7 item-7-9"><div> <div class="core"> <a href="/la/librarians/products/databases-solutions/experiments" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Springer Nature Experiments - /la/librarians/products/databases-solutions/experiments">Springer Nature Experiments</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17681832" class="teaser teaser-navigation-full item-8 item-8-9"><div> <div class="core"> <a href="/la/librarians/products/databases-solutions/corporate-health" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Corporate &amp; Health - /la/librarians/products/databases-solutions/corporate-health">Corporate &amp; Health</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16817756" class="teaser teaser-navigation-full item-9 item-9-9 last-item end"><div> <div class="core"> <a href="/la/librarians/products/databases-solutions/sn-video" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Springer Nature Video - /la/librarians/products/databases-solutions/sn-video">Springer Nature Video</a> </div> </div></div></li></ul> </div> </div></div></li><li class="collection-navigation-header-level-2--listwrap column" id="" data-mh="12214646"><div id="c10959806" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-4 item-4-4 last-item end"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17681846" class="teaser teaser-navigation-full item-1 item-1-4"><div> <div class="core"> <a href="/la/librarians/products/services" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Services - /la/librarians/products/services">Services</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c15711566" class="teaser teaser-navigation-full item-2 item-2-4"><div> <div class="core"> <a href="/la/librarians/products/services/research-data-services" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Research Data Services - /la/librarians/products/services/research-data-services">Research Data Services</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c15711568" class="teaser teaser-navigation-full item-3 item-3-4"><div> <div class="core"> <a href="/la/librarians/products/services/nature-masterclasses" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Nature Masterclasses - /la/librarians/products/services/nature-masterclasses">Nature Masterclasses</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c10683738" class="teaser teaser-navigation-full item-4 item-4-4 last-item end"><div> <div class="core"> <a href="/la/librarians/products" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Products overview - /la/librarians/products">Products overview</a> </div> </div></div></li></ul> </div> </div></div></li></ul> </div> </div> </div></div></li><li class="collection-navigation-header--listwrap column" id="mainnav-licensing"><div id="c16735336" class="collection-navigation-header-level-2--style-default collection collection-navigation-header-level-2 item-3 item-3-8"><div> <div class="core"> <a href="#/la/librarians/licensing" class="link flap--mobile " data-section-link="/la/librarians/licensing" data-track-category="sn:content-page-mainnav">Licensing</a> <div> <ul class="row row-block-grid small-up-1 medium-up-2 large-up-4"><li class="collection-navigation-header-level-2--listwrap column" id="new-content-item" data-mh="16735336"><div id="c16735326" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-1 item-1-4"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735462" class="teaser teaser-navigation-full item-1 item-1-7"><div> <div class="core"> <a href="/la/librarians/licensing/agc" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Academic, Government &amp; Corporate - /la/librarians/licensing/agc">Academic, Government &amp; Corporate</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735464" class="teaser teaser-navigation-full item-2 item-2-7"><div> <div class="core"> <a href="/la/librarians/licensing/agc/journals" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Journals - /la/librarians/licensing/agc/journals">Journals</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735472" class="teaser teaser-navigation-full item-3 item-3-7"><div> <div class="core"> <a href="/la/librarians/licensing/agc/ebooks" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - eBooks - /la/librarians/licensing/agc/ebooks">eBooks</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735482" class="teaser teaser-navigation-full item-4 item-4-7"><div> <div class="core"> <a href="/la/librarians/licensing/agc/databases" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Databases - /la/librarians/licensing/agc/databases">Databases</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735504" class="teaser teaser-navigation-full item-5 item-5-7"><div> <div class="core"> <a href="/la/librarians/licensing/agc/request-a-trial" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Request a trial - /la/librarians/licensing/agc/request-a-trial">Request a trial</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735544" class="teaser teaser-navigation-full item-6 item-6-7"><div> <div class="core"> <a href="/la/librarians/licensing/agc/request-a-demo" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Request a demo - /la/librarians/licensing/agc/request-a-demo">Request a demo</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735494" class="teaser teaser-navigation-full item-7 item-7-7 last-item end"><div> <div class="core"> <a href="/la/librarians/licensing/agc/request-a-quote" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Request a quote - /la/librarians/licensing/agc/request-a-quote">Request a quote</a> </div> </div></div></li></ul> </div> </div></div></li><li class="collection-navigation-header-level-2--listwrap column" id="new-content-item" data-mh="16735336"><div id="c16735328" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-2 item-2-4"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735522" class="teaser teaser-navigation-full item-1 item-1-4"><div> <div class="core"> <a href="/la/librarians/licensing/corporate" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Corporate &amp; Health solutions - /la/librarians/licensing/corporate">Corporate &amp; Health solutions</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c18137818" class="teaser teaser-navigation-full item-2 item-2-4"><div> <div class="core"> <a href="https://www.springernature.com/gp/librarians/licensing/corporate#c18369996" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - eBook and Journal collections - https://www.springernature.com/gp/librarians/licensing/corporate#c18369996">eBook and Journal collections</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c18137820" class="teaser teaser-navigation-full item-3 item-3-4"><div> <div class="core"> <a href="https://www.springernature.com/gp/librarians/licensing/corporate#c18370060" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Content on Demand (CoD) - https://www.springernature.com/gp/librarians/licensing/corporate#c18370060">Content on Demand (CoD)</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735548" class="teaser teaser-navigation-full item-4 item-4-4 last-item end"><div> <div class="core"> <a href="/la/librarians/licensing/corporate/quote-trial-demo" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Quote, trial or demo - /la/librarians/licensing/corporate/quote-trial-demo">Quote, trial or demo</a> </div> </div></div></li></ul> </div> </div></div></li><li class="collection-navigation-header-level-2--listwrap column" id="new-content-item" data-mh="16735336"><div id="c16735330" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-3 item-3-4"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735320" class="teaser teaser-navigation-full item-1 item-1-6"><div> <div class="core"> <a href="/la/librarians/licensing/journals-catalog" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Journals catalog - /la/librarians/licensing/journals-catalog">Journals catalog</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735594" class="teaser teaser-navigation-full item-2 item-2-6"><div> <div class="core"> <a href="/la/librarians/licensing/journals-catalog/serials-update" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Serials Update - /la/librarians/licensing/journals-catalog/serials-update">Serials Update</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735624" class="teaser teaser-navigation-full item-3 item-3-6"><div> <div class="core"> <a href="/la/librarians/licensing/journals-catalog/new-starts" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - New Starts - /la/librarians/licensing/journals-catalog/new-starts">New Starts</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735632" class="teaser teaser-navigation-full item-4 item-4-6"><div> <div class="core"> <a href="/la/librarians/licensing/journals-catalog/take-overs" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Take-overs - /la/librarians/licensing/journals-catalog/take-overs">Take-overs</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c24598680" class="teaser teaser-navigation-full item-5 item-5-6"><div> <div class="core"> <a href="/la/librarians/licensing/journals-catalog/publishing-model-changes" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Publishing Model Changes - /la/librarians/licensing/journals-catalog/publishing-model-changes">Publishing Model Changes</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735634" class="teaser teaser-navigation-full item-6 item-6-6 last-item end"><div> <div class="core"> <a href="/la/librarians/licensing/journals-catalog/cessations-and-transfers" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Cessations &amp; Transfers - /la/librarians/licensing/journals-catalog/cessations-and-transfers">Cessations &amp; Transfers</a> </div> </div></div></li></ul> </div> </div></div></li><li class="collection-navigation-header-level-2--listwrap column" id="new-content-item" data-mh="16735336"><div id="c16735454" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-4 item-4-4 last-item end"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735642" class="teaser teaser-navigation-full item-1 item-1-6"><div> <div class="core"> <a href="/la/librarians/licensing/a-z" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Licensing A-Z - /la/librarians/licensing/a-z">Licensing A-Z</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16861418" class="teaser teaser-navigation-full item-2 item-2-6"><div> <div class="core"> <a href="/la/librarians/licensing/a-z/how-it-works" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - How it works - /la/librarians/licensing/a-z/how-it-works">How it works</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16675630" class="teaser teaser-navigation-full item-3 item-3-6"><div> <div class="core"> <a href="/la/librarians/licensing/a-z/talk-to-a-licensing-manager" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Talk to a Licensing Manager - /la/librarians/licensing/a-z/talk-to-a-licensing-manager">Talk to a Licensing Manager</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735324" class="teaser teaser-navigation-full item-4 item-4-6"><div> <div class="core"> <a href="/la/librarians/licensing/a-z/docusign" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Docusign - /la/librarians/licensing/a-z/docusign">Docusign</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735334" class="teaser teaser-navigation-full item-5 item-5-6"><div> <div class="core"> <a href="/la/librarians/licensing/a-z/digital-preservation" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Digital preservation - /la/librarians/licensing/a-z/digital-preservation">Digital preservation</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c16735332" class="teaser teaser-navigation-full item-6 item-6-6 last-item end"><div> <div class="core"> <a href="/la/librarians/licensing" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Licensing overview - /la/librarians/licensing">Licensing overview</a> </div> </div></div></li></ul> </div> </div></div></li></ul> </div> </div> </div></div></li><li class="collection-navigation-header--listwrap column" id=""><div id="c18525276" class="teaser teaser-navigation item-4 item-4-8"><div> <div class="core"> <a href="/la/librarians/open-research-for-librarians" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation - Open Research - /la/librarians/open-research-for-librarians">Open Research</a> </div> </div></div></li><li class="collection-navigation-header--listwrap column" id="mainnav-tools-services"><div id="c17622766" class="collection-navigation-header-level-2--style-default collection collection-navigation-header-level-2 item-5 item-5-8"><div> <div class="core"> <a href="#/la/librarians/tools-services" class="link flap--mobile " data-section-link="/la/librarians/tools-services" data-track-category="sn:content-page-mainnav">Tools &amp; Services</a> <div> <ul class="row row-block-grid small-up-1 medium-up-2 large-up-4"><li class="collection-navigation-header-level-2--listwrap column" id="" data-mh="17622766"><div id="c17622772" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-1 item-1-4"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622776" class="teaser teaser-navigation-full item-1 item-1-5"><div> <div class="core"> <a href="/la/librarians/tools-services/implement" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Implement - /la/librarians/tools-services/implement">Implement</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622842" class="teaser teaser-navigation-full item-2 item-2-5"><div> <div class="core"> <a href="/la/librarians/tools-services/implement/discovery" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Discovery at Springer Nature - /la/librarians/tools-services/implement/discovery">Discovery at Springer Nature</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622844" class="teaser teaser-navigation-full item-3 item-3-5"><div> <div class="core"> <a href="/la/librarians/tools-services/implement/marc-records" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - MARC Records - /la/librarians/tools-services/implement/marc-records">MARC Records</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622848" class="teaser teaser-navigation-full item-4 item-4-5"><div> <div class="core"> <a href="/la/librarians/tools-services/implement/librarianportal" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Librarian Portal - /la/librarians/tools-services/implement/librarianportal">Librarian Portal</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17834630" class="teaser teaser-navigation-full item-5 item-5-5 last-item end"><div> <div class="core"> <a href="/la/librarians/tools-services/implement/remote-access" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Remote Access - /la/librarians/tools-services/implement/remote-access">Remote Access</a> </div> </div></div></li></ul> </div> </div></div></li><li class="collection-navigation-header-level-2--listwrap column" id="" data-mh="17622766"><div id="c17622784" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-2 item-2-4"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622782" class="teaser teaser-navigation-full item-1 item-1-3"><div> <div class="core"> <a href="/la/librarians/tools-services/promote" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Promote - /la/librarians/tools-services/promote">Promote</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17645608" class="teaser teaser-navigation-full item-2 item-2-3"><div> <div class="core"> <a href="https://www.springernature.com/gp/librarians/tools-services/promote#c17624616" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Content Promotion - https://www.springernature.com/gp/librarians/tools-services/promote#c17624616">Content Promotion</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17645614" class="teaser teaser-navigation-full item-3 item-3-3 last-item end"><div> <div class="core"> <a href="https://www.springernature.com/gp/librarians/tools-services/promote#c17645538" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Library Promotion - https://www.springernature.com/gp/librarians/tools-services/promote#c17645538">Library Promotion</a> </div> </div></div></li></ul> </div> </div></div></li><li class="collection-navigation-header-level-2--listwrap column" id="" data-mh="17622766"><div id="c17622788" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-3 item-3-4"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622786" class="teaser teaser-navigation-full item-1 item-1-5"><div> <div class="core"> <a href="/la/librarians/tools-services/learn" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Learn - /la/librarians/tools-services/learn">Learn</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622864" class="teaser teaser-navigation-full item-2 item-2-5"><div> <div class="core"> <a href="/la/librarians/tools-services/learn/tutorials-training-sessions" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Tutorials &amp; User Guides - /la/librarians/tools-services/learn/tutorials-training-sessions">Tutorials &amp; User Guides</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622862" class="teaser teaser-navigation-full item-3 item-3-5"><div> <div class="core"> <a href="/la/librarians/tools-services/learn/webinars-podcasts" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Webinars &amp; Podcasts - /la/librarians/tools-services/learn/webinars-podcasts">Webinars &amp; Podcasts</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622858" class="teaser teaser-navigation-full item-4 item-4-5"><div> <div class="core"> <a href="/la/librarians/tools-services/learn/white-papers" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - White papers - /la/librarians/tools-services/learn/white-papers">White papers</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622860" class="teaser teaser-navigation-full item-5 item-5-5 last-item end"><div> <div class="core"> <a href="/la/librarians/tools-services/learn/support-your-users" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Support your users - /la/librarians/tools-services/learn/support-your-users">Support your users</a> </div> </div></div></li></ul> </div> </div></div></li><li class="collection-navigation-header-level-2--listwrap column" id="" data-mh="17622766"><div id="c17622792" class="collection-navigation-header-level-3--style-one-title collection collection-navigation-header-level-3 item-4 item-4-4 last-item end"><div> <div class="core"> <ul class=""><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622790" class="teaser teaser-navigation-full item-1 item-1-4"><div> <div class="core"> <a href="/la/librarians/tools-services/evaluate" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Evaluate - /la/librarians/tools-services/evaluate">Evaluate</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622870" class="teaser teaser-navigation-full item-2 item-2-4"><div> <div class="core"> <a href="/la/librarians/tools-services/evaluate/account-development" class="link" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-mainnav" data-track-component="teaser-navigation-full - Account Development - /la/librarians/tools-services/evaluate/account-development">Account Development</a> </div> </div></div></li><li class="collection-navigation-header-level-3--listwrap" id=""><div id="c17622872" class="teaser 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Hoving, Tue Nov 5 2024</div> </div> </div> <div class="richtext richtext-default"><div class="inline-author inline-author-small"> <div class="author-image"><div class="image"><span><img src="data:image/svg+xml;utf8,&lt;%3Fxml version='1.0' encoding='UTF-8'%3F&gt;&lt;svg width='1024px' height='768px' viewBox='0 0 1024 768' version='1.1' xmlns='http://www.w3.org/2000/svg' xmlns:xlink='http://www.w3.org/1999/xlink'&gt;&lt;!-- Generator: Sketch 53.2 (72643) - https://sketchapp.com --&gt;&lt;title&gt;Loading IMG&lt;/title&gt;&lt;desc&gt;Created with Sketch.&lt;/desc&gt;&lt;g id='Loading-IMG' stroke='none' stroke-width='1' fill='none' fill-rule='evenodd'&gt;&lt;rect fill='%23EBF1F5' x='0' y='0' width='1024' height='768'&gt;&lt;/rect&gt;&lt;rect id='Rectangle' fill='%23DFEDF2' x='0' y='0' width='1024' height='770'&gt;&lt;/rect&gt;&lt;path d='M546.960938,374.039062 C543.510399,374.039062 540.2715,373.388027 537.244141,372.085938 C534.216782,370.783848 531.580089,368.993501 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L596.960938,284 Z M421.960938,469.058594 C421.960938,470.425788 422.449214,471.597651 423.425781,472.574219 C424.402349,473.550786 425.606764,474.039062 427.039062,474.039062 L565.320312,474.039062 L470.300781,374.722656 C469.84505,374.266925 469.340498,373.925131 468.787109,373.697266 C468.233721,373.4694 467.664065,373.355469 467.078125,373.355469 C466.492185,373.355469 465.938805,373.485676 465.417969,373.746094 C464.897133,374.006512 464.408856,374.364581 463.953125,374.820312 L421.960938,421.011719 L421.960938,469.058594 Z M602.039062,469.058594 L602.039062,299.039062 C602.039062,297.671868 601.550786,296.500005 600.574219,295.523438 C599.597651,294.54687 598.393236,294.058594 596.960938,294.058594 L427.039062,294.058594 C425.606764,294.058594 424.402349,294.54687 423.425781,295.523438 C422.449214,296.500005 421.960938,297.671868 421.960938,299.039062 L421.960938,406.070312 L456.53125,368.082031 C457.898444,366.584628 459.477205,365.429041 461.267578,364.615234 C463.057952,363.801428 464.962229,363.361979 466.980469,363.296875 C468.998708,363.296875 470.902986,363.687496 472.693359,364.46875 C474.483733,365.250004 476.095045,366.356764 477.527344,367.789062 L579.089844,474.039062 L596.960938,474.039062 C598.393236,474.039062 599.597651,473.550786 600.574219,472.574219 C601.550786,471.597651 602.039062,470.425788 602.039062,469.058594 Z' id='%EE%9C%8E' fill='%238FAEC1' fill-rule='nonzero' opacity='0.5'&gt;&lt;/path&gt;&lt;/g&gt;&lt;/svg&gt;" alt="Saskia Hoving" data-src="https://resource-cms.springernature.com/springer-cms/rest/v1/img/27692424/v2/width/100" style="max-height: 140px" title="Saskia Hoving | © Springer Nature 2024" /></span></div></div> <div class="text-group"> <h4 class="author-name"><strong>Author: Saskia Hoving</strong></h4> <div class="social-profiles"> </div> </div> </div><p class="intro--paragraph">As technology continues to evolve rapidly, the concept of a <a href="https://go.springernature.com/digital-transformation-of-r-and-d" target="_self" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - digital lab - https://go.springernature.com/digital-transformation-of-r-and-d">digital lab</a> has emerged as a way for life sciences R&amp;D to drive efficiency. Digital transformation opportunities are across all stages from the digitization of information and AI drug discovery to robotics and automation, the internet of things, and much more. This blog shares the current trends in digital lab transition and provides insights for biotech labs to make use of these new technologies.</p><h3><strong>Trend 1: Clinical lab automation</strong></h3><p>Laboratory robotics solutions are growing rapidly, with an almost infinite number of ways that they can be used to support lab teams. Robots are increasingly deployed to handle tasks that can be tedious, time-consuming, and susceptible to human error. <a href="https://astechprojects.co.uk/resources/laboratory-robotics-explained" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - Astech Projects - https://astechprojects.co.uk/resources/laboratory-robotics-explained">Astech Projects</a>, a UK-based company that has been providing automation solutions for over 20 years, breaks laboratory robotics into six categories:</p><ul><li><strong>Liquid handling robots</strong>, usually fitted with a pipette to allow, for example, transferring specific volumes of liquid.</li><li><strong>Plate handling robots</strong> which move microplates around laboratories.</li><li><strong>Microplate readers</strong> that automate the analysis of the contents of microplates.</li><li><strong>Automated chemical synthesis robots</strong> which can follow all steps in a predefined process including measuring, heating, mixing and purifying.</li><li><strong>Biobanking robots</strong> supporting large collections of biological materials and ensuring sample integrity.</li><li><strong>Robotic arms</strong> which can be described as the ‘workhorse’ of laboratories, supporting lab staff in any number of areas.</li></ul><p>These solutions free up lab teams to focus on more complex work while improving the speed and accuracy of routine procedures. However, while the advantages of robotic systems in laboratories are clear, they can be expensive to implement and maintain. Existing lab processes need to be adapted to fit automated workflows, which can take time and require training. Despite these challenges, the long-term benefits seem certain to outweigh the initial costs, but committing to the investment is a significant decision.</p><h3><strong>Trend 2: Improved track and trace functionality</strong></h3><p>With the increasing need for biotech companies to comply with track and trace rules, robotics and automation can streamline the process by tracking samples and products, logging every movement or test in real-time, and reducing human error. Advanced robotics systems integrate with laboratory information management systems (LIMS) such as <a href="https://www.lablynx.com/resources/articles/transforming-laboratories-with-increased-lims-integration-and-automation/" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - LabLynx - https://www.lablynx.com/resources/articles/transforming-laboratories-with-increased-lims-integration-and-automation/">LabLynx</a>, ensuring compliance with regulatory standards</p><p>For instance, devices such as those created by<a href="https://flow-robotics.com/products/sample-tracking-system/" target="_self" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - Flow Robotics - https://flow-robotics.com/products/sample-tracking-system/"> Flow Robotics</a> can scan and track hundreds of samples at once ensuring no mix-ups. Automated serialization and digital record-keeping systems such as <a href="https://tulip.co/traceability-and-compliance/" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - Tulip’s - https://tulip.co/traceability-and-compliance/">Tulip’s</a> ensure that products can be traced from creation to market.</p><h3><strong>Trend 3: AI-driven drug discovery and predictive medicine</strong></h3><p>AI is increasingly present across all parts of life, but a particularly valuable use is in the potential for fast, targeted drug discovery. The <a href="https://www.bioindustry.org/" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - BioIndustry Association - https://www.bioindustry.org/">BioIndustry Association</a> (BIA), which represents the UK life science and biotech industry, breaks down data-driven drug discovery into two life-cycle stages in their <a href="https://www.bioindustry.org/static/c8af24dc-010d-409f-829401149c1eaf40/BIA-Tech-Bio-report.pdf" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - TechBio report - https://www.bioindustry.org/static/c8af24dc-010d-409f-829401149c1eaf40/BIA-Tech-Bio-report.pdf">TechBio report</a>:</p><ul><li><strong>Preclinical testing:</strong> Identifying drug targets, optimizing drug candidates, and matching existing drugs with new drug targets.</li><li><strong>Clinical development – phases 1-3 trials:</strong> Identifying the appropriate patient segments for clinical trials to increase the likelihood of success and reduce potential side effects.</li></ul><p>Dr. Emma Lawrence, Senior Policy and Public Affairs Manager, BIA, shares that applying machine learning and AI solutions to data mining, “enables predictive medicine where you can know that someone is more likely to get a disease and target medicine, so you can get the right drugs to the right patients, at the right time.”</p><h3><strong>Trend 4: Robotic prescription systems</strong></h3><p>It’s not just within the lab that robots are proving effective. In clinical settings, robots can accurately dispense prescriptions, executing doctor’s orders and minimizing the risk of medication errors. Robotic prescription systems such as <a href="https://www.omnicell.co.uk/automating-the-continuum-of-care/central-pharmacy-dispensing/xt-automated-medication-dispensing-cabinet/" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - Omnicell’s Prescribing Cabinet - https://www.omnicell.co.uk/automating-the-continuum-of-care/central-pharmacy-dispensing/xt-automated-medication-dispensing-cabinet/">Omnicell’s Prescribing Cabinet</a> can track stock, monitor expiration dates, and deliver prescriptions, freeing up medical staff to focus on patient care.</p><p>These systems use barcode scanning and electronic health record (EHR) integration to ensure accuracy, but this must be partnered with careful set-up of the system and full staff training</p><h3>Challenges and transition strategies for digital laboratories</h3><p>While digital lab benefits are clear, the journey to full digital transformation in research can be long, costly, and bring new challenges of adapting workflows, providing staff training, and staying abreast of an ever-changing regulatory and technological environment.</p><p>There is a wide range of uptake for AI-driven drug discovery, for example. Of BIA members, Lawrence says, “It’s a real mix; the most mature and largest companies tend to be furthest along the process in terms of understanding and using technology to identify drug targets, but there will still be lots of targets for clinical development identified in the traditional way.”</p><p>The BIA supports biotech companies by representing their needs to policymakers. The potential for drug discovery and accurate targeting is huge, but Lawrence highlights that a challenge currently facing all labs in getting the full benefit of AI and machine learning is the lack of access to genomics or clinical health research data.</p><p>In some cases knowing what data exists depends on a researcher’s personal knowledge and network, and <a href="/la/librarians/the-link/rd-blogpost/rise-generative-ai-transforming-information-professionals/27252544" target="_self" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - support from information professionals - /la/librarians/the-link/rd-blogpost/rise-generative-ai-transforming-information-professionals/27252544">support from information professionals</a> who understand how to access data could be valuable. “There has traditionally been a culture of protectiveness in the way health data is reported and there could be amazing datasets in academia that people don’t know about,” says Lawrence. “There's lots of hoops to jump through to get access to the data. It can be quite costly and difficult, particularly for smaller companies, to navigate all of the governance.”</p><h3>Streamlining health data access and digital lab transformation</h3><p>There have been improvements in access to data, for instance, the <a href="https://www.hdruk.ac.uk/access-to-health-data/health-data-research-innovation-gateway/" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - Health Data Research UK Innovation Gateway - https://www.hdruk.ac.uk/access-to-health-data/health-data-research-innovation-gateway/">Health Data Research UK Innovation Gateway</a> offers a central access point for researchers to find and request health data, tools, and resources. There are other large cohort datasets globally, such as the NIH’s <a href="https://www.researchallofus.org/" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - All of Us Research Hub - https://www.researchallofus.org/">All of Us Research Hub</a> in the US and the forthcoming <a href="https://health.ec.europa.eu/ehealth-digital-health-and-care/european-health-data-space_en" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - European Health Data Space - https://health.ec.europa.eu/ehealth-digital-health-and-care/european-health-data-space_en">European Health Data Space</a>.</p><p>Navigating the availability of data and ensuring lab staff are trained in how to optimise digital workflows and tools is part of the balance in making the move to a digital lab and gaining the benefits. Staying well connected with your <a href="/la/librarians/the-link/rd-blogpost/critical-messages-info-pros-want-rd-scientists-to-know/25475622" target="_self" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - information professionals - /la/librarians/the-link/rd-blogpost/critical-messages-info-pros-want-rd-scientists-to-know/25475622">information professionals</a> will be an essential part of ensuring ongoing success in the journey to digital transformation.</p><p><em>For further insights into the benefits and drivers of digital lab transition, read the report</em><em> </em><a href="https://go.springernature.com/digital-transformation-of-r-and-d" class="is-external" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - The Digital Transformation of R&amp;D: Navigating the Digital Lab and Solutions for Efficiency - https://go.springernature.com/digital-transformation-of-r-and-d"><em>The Digital Transformation of R&amp;D: Navigating the Digital Lab and Solutions for Efficiency</em></a><em>.</em></p><h3>Related Content</h3><ul><li><a href="/la/librarians/the-link/rd-blogpost/digital-transformation-life-science-rd-labs/27646486" target="_self" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - Digital lab transition: the opportunity for life science R&amp;D labs - /la/librarians/the-link/rd-blogpost/digital-transformation-life-science-rd-labs/27646486">Digital lab transition: the opportunity for life science R&amp;D labs</a></li><li><a href="/la/librarians/the-link/rd-blogpost/breakthrough-therapies-blockbuster-drugs-healthcare/27698244" target="_self" data-track="click" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" data-track-category="sn:content-page-main-content" data-track-component="richtext-link - 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Focusing on the evolving role of libraries regarding SDGs, Open Science, and researcher support, she explores academia's intersection with societal progress. With a lifelong passion for sports and recent exploration into "<a href="https://www.springernature.com/gp/librarians/the-link/blog/blogposts-news-initiatives/womens-inclusion-in-todays-science/24053224" target="_self" class="is-external">Women's inclusion in today's science</a>", Saskia brings dynamic insights to her work.</p></div> <div class="social-profiles"> </div> </div> </div> <div class="section"> <div class="collection-navigation-blog-social"> <span class="social-label">Share</span> <ul> <li class="collection-navigation-blog-social--listwrap"> <div class="teaser-navigation-icon"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://www.springernature.com/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" title="facebook" class="icon" data-track="click" data-track-label="facebook"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32"><title>_</title><path 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class="row row-block-grid"><div class="column"><div data-setting-grid-columns-large="33" data-setting-grid-columns-small="100" data-setting-grid-columns-medium="50" class="core"> <h2 class="headline headline-h2">Further reading</h2> <div class="row row-block-grid small-up-1 medium-up-2 large-up-3"><div class="column" id="digital-transformation-life-science-rd-labs"><div id="c27646486" class="article-blogpost teaser-blog item-1 item-1-3"><div> <a href="/la/librarians/the-link/rd-blogpost/digital-transformation-life-science-rd-labs/27646486" title="Digital lab transition: the opportunity for life science R&amp;D labs" data-track="click" data-track-category="sn:content-page-main-content" data-track-component="teaser-blog - Digital lab transition: the opportunity for life science R&amp;D labs - /la/librarians/the-link/rd-blogpost/digital-transformation-life-science-rd-labs/27646486" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" class="teaser-blogpost__link core"> <div class="image"><span><img src="data:image/svg+xml;utf8,&lt;%3Fxml version='1.0' encoding='UTF-8'%3F&gt;&lt;svg width='1024px' height='768px' viewBox='0 0 1024 768' version='1.1' xmlns='http://www.w3.org/2000/svg' xmlns:xlink='http://www.w3.org/1999/xlink'&gt;&lt;!-- Generator: Sketch 53.2 (72643) - https://sketchapp.com --&gt;&lt;title&gt;Loading IMG&lt;/title&gt;&lt;desc&gt;Created with Sketch.&lt;/desc&gt;&lt;g id='Loading-IMG' stroke='none' stroke-width='1' fill='none' fill-rule='evenodd'&gt;&lt;rect fill='%23EBF1F5' x='0' y='0' width='1024' height='768'&gt;&lt;/rect&gt;&lt;rect id='Rectangle' fill='%23DFEDF2' x='0' y='0' width='1024' height='770'&gt;&lt;/rect&gt;&lt;path d='M546.960938,374.039062 C543.510399,374.039062 540.2715,373.388027 537.244141,372.085938 C534.216782,370.783848 531.580089,368.993501 529.333984,366.714844 C527.087879,364.436187 525.297533,361.783218 523.962891,358.755859 C522.628249,355.7285 521.960938,352.489601 521.960938,349.039062 C521.960938,345.588524 522.628249,342.349625 523.962891,339.322266 C525.297533,336.294907 527.087879,333.641938 529.333984,331.363281 C531.580089,329.084624 534.216782,327.294277 537.244141,325.992188 C540.2715,324.690098 543.510399,324.039062 546.960938,324.039062 C550.411476,324.039062 553.666651,324.690098 556.726562,325.992188 C559.786474,327.294277 562.439442,329.084624 564.685547,331.363281 C566.931652,333.641938 568.705723,336.294907 570.007812,339.322266 C571.309902,342.349625 571.960938,345.588524 571.960938,349.039062 C571.960938,352.489601 571.309902,355.7285 570.007812,358.755859 C568.705723,361.783218 566.931652,364.436187 564.685547,366.714844 C562.439442,368.993501 559.786474,370.783848 556.726562,372.085938 C553.666651,373.388027 550.411476,374.039062 546.960938,374.039062 Z M546.960938,334 C542.859354,334 539.343765,335.464829 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M421.960938,469.058594 C421.960938,470.425788 422.449214,471.597651 423.425781,472.574219 C424.402349,473.550786 425.606764,474.039062 427.039062,474.039062 L565.320312,474.039062 L470.300781,374.722656 C469.84505,374.266925 469.340498,373.925131 468.787109,373.697266 C468.233721,373.4694 467.664065,373.355469 467.078125,373.355469 C466.492185,373.355469 465.938805,373.485676 465.417969,373.746094 C464.897133,374.006512 464.408856,374.364581 463.953125,374.820312 L421.960938,421.011719 L421.960938,469.058594 Z M602.039062,469.058594 L602.039062,299.039062 C602.039062,297.671868 601.550786,296.500005 600.574219,295.523438 C599.597651,294.54687 598.393236,294.058594 596.960938,294.058594 L427.039062,294.058594 C425.606764,294.058594 424.402349,294.54687 423.425781,295.523438 C422.449214,296.500005 421.960938,297.671868 421.960938,299.039062 L421.960938,406.070312 L456.53125,368.082031 C457.898444,366.584628 459.477205,365.429041 461.267578,364.615234 C463.057952,363.801428 464.962229,363.361979 466.980469,363.296875 C468.998708,363.296875 470.902986,363.687496 472.693359,364.46875 C474.483733,365.250004 476.095045,366.356764 477.527344,367.789062 L579.089844,474.039062 L596.960938,474.039062 C598.393236,474.039062 599.597651,473.550786 600.574219,472.574219 C601.550786,471.597651 602.039062,470.425788 602.039062,469.058594 Z' id='%EE%9C%8E' fill='%238FAEC1' fill-rule='nonzero' opacity='0.5'&gt;&lt;/path&gt;&lt;/g&gt;&lt;/svg&gt;" alt="Digital lab transition: the opportunity for life science R&amp;D labs" data-src="https://media.springernature.com/full/springer-cms/rest/v1/img/27647010/v1/height/320" style="max-height: 320px" title="Digital lab transition: the opportunity for life science R&amp;D labs | © xiaoliangge / stock.adobe.com" /></span></div> <div class="teaser-content "> <div class="text-group"> <div class="caption richtext-default text-tag"> </div> <div class="teaser-link"><h3 class="headline">Digital lab transition: the opportunity for life science R&amp;D labs</h3></div> <div class="blog-description"> <div class="richtext richtext-default"><p>Discover how digital transformation can help life science R&amp;D labs overcome rising costs, data challenges, and realise new efficiencies.</p></div> </div> </div> <div class="blog-meta"> <div class="blog-meta-chip style-theme-orange">T</div> <div class="blog-meta-published"> <div class="blog-meta-label">The Link</div> <div class="blog-meta-published-on"> 16 Sep 2024</div> </div> </div> </div> </a> </div></div></div><div class="column" id="tdm-and-apis-intro-for-info-professionals"><div id="c27337698" class="article-blogpost teaser-blog item-2 item-2-3"><div> <a href="/la/librarians/the-link/rd-blogpost/tdm-and-apis-intro-for-info-professionals/27337698" title="TDM and APIs: An introduction for information professionals" data-track="click" data-track-category="sn:content-page-main-content" data-track-component="teaser-blog - TDM and APIs: An introduction for information professionals - /la/librarians/the-link/rd-blogpost/tdm-and-apis-intro-for-info-professionals/27337698" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" class="teaser-blogpost__link core"> <div class="image"><span><img src="data:image/svg+xml;utf8,&lt;%3Fxml version='1.0' encoding='UTF-8'%3F&gt;&lt;svg width='1024px' height='768px' viewBox='0 0 1024 768' version='1.1' xmlns='http://www.w3.org/2000/svg' xmlns:xlink='http://www.w3.org/1999/xlink'&gt;&lt;!-- Generator: Sketch 53.2 (72643) - https://sketchapp.com --&gt;&lt;title&gt;Loading IMG&lt;/title&gt;&lt;desc&gt;Created with Sketch.&lt;/desc&gt;&lt;g id='Loading-IMG' stroke='none' stroke-width='1' fill='none' fill-rule='evenodd'&gt;&lt;rect fill='%23EBF1F5' x='0' y='0' width='1024' height='768'&gt;&lt;/rect&gt;&lt;rect id='Rectangle' fill='%23DFEDF2' x='0' y='0' width='1024' height='770'&gt;&lt;/rect&gt;&lt;path d='M546.960938,374.039062 C543.510399,374.039062 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550.411476,374.039062 546.960938,374.039062 Z M546.960938,334 C542.859354,334 539.343765,335.464829 536.414062,338.394531 C533.48436,341.324233 532.019531,344.872375 532.019531,349.039062 C532.019531,353.20575 533.48436,356.753892 536.414062,359.683594 C539.343765,362.613296 542.859354,364.078125 546.960938,364.078125 C551.127625,364.078125 554.675767,362.613296 557.605469,359.683594 C560.535171,356.753892 562,353.20575 562,349.039062 C562,344.872375 560.535171,341.324233 557.605469,338.394531 C554.675767,335.464829 551.127625,334 546.960938,334 Z M596.960938,284 C601.127625,284 604.675767,285.464829 607.605469,288.394531 C610.535171,291.324233 612,294.872375 612,299.039062 L612,469.058594 C612,473.160177 610.535171,476.675767 607.605469,479.605469 C604.675767,482.535171 601.127625,484 596.960938,484 L427.039062,484 C422.872375,484 419.324233,482.535171 416.394531,479.605469 C413.464829,476.675767 412,473.160177 412,469.058594 L412,299.039062 C412,294.872375 413.464829,291.324233 416.394531,288.394531 C419.324233,285.464829 422.872375,284 427.039062,284 L596.960938,284 Z M421.960938,469.058594 C421.960938,470.425788 422.449214,471.597651 423.425781,472.574219 C424.402349,473.550786 425.606764,474.039062 427.039062,474.039062 L565.320312,474.039062 L470.300781,374.722656 C469.84505,374.266925 469.340498,373.925131 468.787109,373.697266 C468.233721,373.4694 467.664065,373.355469 467.078125,373.355469 C466.492185,373.355469 465.938805,373.485676 465.417969,373.746094 C464.897133,374.006512 464.408856,374.364581 463.953125,374.820312 L421.960938,421.011719 L421.960938,469.058594 Z M602.039062,469.058594 L602.039062,299.039062 C602.039062,297.671868 601.550786,296.500005 600.574219,295.523438 C599.597651,294.54687 598.393236,294.058594 596.960938,294.058594 L427.039062,294.058594 C425.606764,294.058594 424.402349,294.54687 423.425781,295.523438 C422.449214,296.500005 421.960938,297.671868 421.960938,299.039062 L421.960938,406.070312 L456.53125,368.082031 C457.898444,366.584628 459.477205,365.429041 461.267578,364.615234 C463.057952,363.801428 464.962229,363.361979 466.980469,363.296875 C468.998708,363.296875 470.902986,363.687496 472.693359,364.46875 C474.483733,365.250004 476.095045,366.356764 477.527344,367.789062 L579.089844,474.039062 L596.960938,474.039062 C598.393236,474.039062 599.597651,473.550786 600.574219,472.574219 C601.550786,471.597651 602.039062,470.425788 602.039062,469.058594 Z' id='%EE%9C%8E' fill='%238FAEC1' fill-rule='nonzero' opacity='0.5'&gt;&lt;/path&gt;&lt;/g&gt;&lt;/svg&gt;" alt="TDM and APIs: An introduction for information professionals" data-src="https://media.springernature.com/full/springer-cms/rest/v1/img/27334424/v1/height/320" style="max-height: 320px" title="TDM and APIs: An introduction for information professionals | © Gorodenkoff / Stock.adobe.com" /></span></div> <div class="teaser-content "> <div class="text-group"> <div class="caption richtext-default text-tag"> </div> <div class="teaser-link"><h3 class="headline">TDM and APIs: An introduction for information professionals</h3></div> <div class="blog-description"> <div class="richtext richtext-default"><p>Learn about Text and Data Mining (TDM) and APIs in a comprehensive and insightful introduction from expert Dr Prathik Roy</p></div> </div> </div> <div class="blog-meta"> <div class="blog-meta-chip style-theme-orange">T</div> <div class="blog-meta-published"> <div class="blog-meta-label">The Link</div> <div class="blog-meta-published-on"> 15 Jul 2024</div> </div> </div> </div> </a> </div></div></div><div class="column" id="rise-generative-ai-transforming-information-professionals"><div id="c27252544" class="article-blogpost teaser-blog item-3 item-3-3 last-item end"><div> <a href="/la/librarians/the-link/rd-blogpost/rise-generative-ai-transforming-information-professionals/27252544" title="The rise of generative AI: Transforming the role of information professionals" data-track="click" data-track-category="sn:content-page-main-content" data-track-component="teaser-blog - The rise of generative AI: Transforming the role of information professionals - /la/librarians/the-link/rd-blogpost/rise-generative-ai-transforming-information-professionals/27252544" data-track-label="/la/librarians/the-link/rd-blogpost/digital-transformation-life-sciences-rd-trends/27703928" class="teaser-blogpost__link core"> <div class="image"><span><img src="data:image/svg+xml;utf8,&lt;%3Fxml version='1.0' encoding='UTF-8'%3F&gt;&lt;svg width='1024px' height='768px' viewBox='0 0 1024 768' version='1.1' xmlns='http://www.w3.org/2000/svg' xmlns:xlink='http://www.w3.org/1999/xlink'&gt;&lt;!-- Generator: Sketch 53.2 (72643) - https://sketchapp.com --&gt;&lt;title&gt;Loading IMG&lt;/title&gt;&lt;desc&gt;Created with Sketch.&lt;/desc&gt;&lt;g id='Loading-IMG' stroke='none' stroke-width='1' fill='none' fill-rule='evenodd'&gt;&lt;rect fill='%23EBF1F5' x='0' y='0' width='1024' 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information professionals | © Gorodenkoff / Stock.adobe.com" /></span></div> <div class="teaser-content "> <div class="text-group"> <div class="caption richtext-default text-tag"> </div> <div class="teaser-link"><h3 class="headline">The rise of generative AI: Transforming the role of information professionals</h3></div> <div class="blog-description"> <div class="richtext richtext-default"><p>Discover how generative AI is revolutionizing information services, empowering professionals to enhance their roles with advanced tools and innovative solutions.</p></div> </div> </div> <div class="blog-meta"> <div class="blog-meta-chip style-theme-orange">T</div> <div class="blog-meta-published"> <div class="blog-meta-label">The Link</div> <div class="blog-meta-published-on"> 10 Jul 2024</div> </div> </div> </div> </a> </div></div></div></div> </div></div></div> </div></div><div id="c17955352" class="has-no-image collection collection-links-buttons item-2 item-2-2 last-item end even-item section 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