IBIB PAN - Bialystok Outline Annotated Cervical Cytology Dataset

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margin-right:170px;"> <div id="s5_component_wrap"> <div id="s5_component_wrap_inner"> <div id="system-message-container"> </div> <div class="item-page" itemscope itemtype="https://schema.org/Article"> <meta itemprop="inLanguage" content="pl-PL" /> <div class="page-header"> <h2 itemprop="headline"> Bialystok Outline Annotated Cervical Cytology Dataset </h2> </div> <div itemprop="articleBody"> <p><span style="font-size: 13px;">Zbiór danych Białystok zawiera 162 obrazy o wymiarach 3500x3500 px, 2 419 komórek z adnotacjami zgodnie z systemem Bethesda. Obrazy pochodzą z preparatów wirtualnych całych szkiełek (WSI – Whole Slide Image) rutynowych rozmazów szyjki macicy.</span></p> <p><span style="font-size: 13px;"></span></p> <p><span style="font-size: 13px;">Zbiór danych został szczegółowo opisany w artykule Conventional Cervical Cytology Image Dataset with Cell Outline Annotations dostępnym wkrótce w IEEE Access.</span></p> <p><span style="font-size: 13px;">Aby uzyskać dostęp do zbioru danych, proszę wypełnić <a href="https://forms.office.com/e/f0Z2TqueNy">formularz</a>.</span></p> <p><span style="font-size: 13px;"></span></p> <p><span style="font-size: 13px;">Zestaw danych koncentruje się na przedstawieniu realistycznego wachlarza różnorodności rozmazów, od prostych i łatwych do rozróżnienia komórek, po wymagające przykłady pełne zabarwionego śluzu, dużych ciemnych skupisk komórek i obrazów obfitujących w komórki neutrofilowe przesłaniające widok.</span></p> <p><span style="font-size: 13px;"><img src="/images/ibib/grupy/whole_image_copy.png" alt="whole_image_copy.png" /></span></p> <p> </p> <p><span style="font-size: 13px;">Zbiór danych zawiera artefakty powszechnie występujące w rozmazach cytologicznych:</span></p> <p><span style="font-size: 13px;"><img src="/images/ibib/grupy/artifacts_copy.png" alt="artifacts_copy.png" /></span></p> <p> </p> <p><span style="font-size: 13px;">Zbiorowi danych towarzyszą adnotacje w postaci map cytoplazmy podzielonych na 6 kategorii Bethesda i dwie kategorie niemożliwe do zidentyfikowania: Niezidentyfikowane komórki i Niezidentyfikowane skupiska komórek. Kategoria niezidentyfikowana wynika ze specyfiki pracy cytodiagnosty. Spektrum stanu komórek jest ciągłe. Dlatego w pewnych warunkach cytodiagnosta nie może podjąć ostatecznej decyzji. Takie komórki są nadal zaznaczone w zbiorze danych, aby umożliwić segmentację wszystkich komórek na obrazie.</span></p> <p><span style="font-size: 13px;"><img src="/images/ibib/grupy/maps_copy.png" alt="maps_copy.png" /></span></p> <p> </p> <p><span style="font-size: 13px;">Podsumowując, zestaw danych zapewnia:</span></p> <p><span style="font-size: 13px;">- Realistyczne fragmenty WSI fragmentów rutynowych rozmazów</span></p> <p><span style="font-size: 13px;">- Adnotacje spójne ze wspólnym systemem raportowania</span></p> <p><span style="font-size: 13px;">- Przydatność do segmentacji, klasyfikacji i wykrywania</span></p> <p><span style="font-size: 13px;">- Zaawansowany benchmark</span></p> </div> </div> <div style="clear:both;height:0px"></div> </div> </div> </div> </div>  <div id="s5_left_column_wrap" class="s5_float_left" style="width:201px"> <div id="s5_left_column_wrap_inner"> <div id="s5_left_wrap" class="s5_float_left" style="width:201px"> <div class="module_round_box_outer 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Biocybernetyki i Inżynierii Biomedycznej Polskiej Akademii Nauk</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://ptib.ibib.waw.pl/index.php" target="_blank">Polskie Towarzystwo Inżynierii Biomedycznej</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://www.nauka.gov.pl/" target="_blank">Ministerstwo Nauki i Szkolnictwa Wyższego</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://nauka-polska.pl/#/home/search?_k=yfv58z" target="_blank">Nauka Polska</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://www.bip.gov.pl/" target="_blank">Biuletyn Informacji Publicznej</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://www.uprp.pl/strona-glowna/Menu01,9,0,index,pl/" target="_blank">Urząd patentowy</a></strong></span></p> <p> </p> <p style="padding-left: 30px;"><strong>WSPIERANIE DZIAŁALNOŚCI NAUKOWEJ</strong></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://www.ncn.gov.pl/" target="_blank">Narodowe Centrum Nauki</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://www.fnp.org.pl/" target="_blank">Fundacja na rzecz Nauki Polskiej</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://www.ncbr.gov.pl/" target="_blank">Narodowe Centrum Badań i Rozwoju</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://abm.gov.pl/" target="_blank">Agencja Badań Medycznych</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://nawa.gov.pl/" target="_blank">Narodowa Agencja Wymiany Akademickiej</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://www.parp.gov.pl/" target="_blank">Polska Agencja Rozwoju Przedsiębiorczości</a></strong></span></p> <p> </p> <p style="padding-left: 30px;"><strong>PROGRAMY RAMOWE UNII EUROPEJSKIEJ</strong></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://ec.europa.eu/programmes/horizon2020/" target="_blank">Horyzont 2020</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://kpk.gov.pl/" target="_blank">Krajowy Punkt Kontaktowy</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://en.kpk.gov.pl/?option=com_content&view=article&id=163&Itemid=98&lang=pl" target="_blank">Siódmy Program Ramowy</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://euraxess.ec.europa.eu/" target="_blank">Euraxess</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://ec.europa.eu/commission/index_pl" target="_blank">Komisja Europejska</a></strong></span></p> <p> </p> <p style="padding-left: 30px;"><strong>BAZA PUBLIKACJI</strong></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://apps.webofknowledge.com/WOS_GeneralSearch_input.do?product=WOS&search_mode=GeneralSearch&SID=E6TLzRnniuMWnErLjat&preferencesSaved=" target="_blank">Web of Science</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://apps.webofknowledge.com/WOS_GeneralSearch_input.do?product=WOS&search_mode=GeneralSearch&SID=E6TLzRnniuMWnErLjat&preferencesSaved=" target="_blank">Scopus</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://apps.webofknowledge.com/WOS_GeneralSearch_input.do?product=WOS&search_mode=GeneralSearch&SID=E6TLzRnniuMWnErLjat&preferencesSaved=" target="_blank">Polska Bibliografia Naukowa</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://polon.nauka.gov.pl/" target="_blank">System POLoN</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://punktacjaczasopism.pl/" target="_blank">Lista czasopism punktowanych MNiSW</a> </strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://orcid.org/about" target="_blank">Baza Naukowa ORCiD</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://jcr.incites.thomsonreuters.com/JCRLandingPageAction.action" target="_blank">InCites Journal Citation Reports</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://jcr.incites.thomsonreuters.com/JCRJournalHomeAction.action" target="_blank">ISI Web of Knowledge Journal Citation Report</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://scholar.google.pl/" target="_blank">Google Scholar</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://www.sciencedirect.com/" target="_blank">Science Direct</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://www.ncbi.nlm.nih.gov/pubmed" target="_blank">Pubmed</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="http://yadda.icm.edu.pl/baztech/search/article.action;jsessionid=BA1C5B9EEE6F96F15F0DA01C66B6635F?cid=2f401347-0fcb-46fa-a3ef-8de4f9461969" target="_blank">BazTech</a></strong></span></p> <p style="padding-left: 60px;"><span style="text-decoration: underline;"><strong><a href="https://wbn.icm.edu.pl/" target="_blank">ICM - Wirtualna Biblioteka Nauki</a></strong></span></p> <p> </p> <p style="padding-left: 30px;"><strong>INNE</strong></p> <p style="padding-left: 60px;"><a href="http://dx.doi.org/" target="_blank">Resolve a DOI</a></p> <p style="padding-left: 60px;"><a href="https://www.researchgate.net/" target="_blank">ResearchGate</a></p> <p> </p> <p style="padding-left: 30px;"><strong>ZBIORY DANYCH<br /></strong></p> <p style="padding-left: 60px;"><a href="/pl/mcb/informacje-ogolne/211-boacd/1207-boacd">Bialystok Outline Annotated Cervical Cytology 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