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style="background-image: url(https://www.sc-bdhs-conference.org/wp-content/uploads/2024/02/library-1147815_1280.jpg);" ></span></span> <span class="et_pb_background_mask"></span> <div class="et_pb_row et_pb_row_0"> <div class="et_pb_column et_pb_column_1_2 et_pb_column_0 et_pb_css_mix_blend_mode_passthrough et_pb_column_empty"> </div><div class="et_pb_column et_pb_column_1_2 et_pb_column_1 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_0 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h1><span style="color: #ffffff;"><strong>2023 Conference Proceedings</strong></span></h1></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_1 et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_1"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_2 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_with_border et_pb_module et_pb_blurb et_pb_blurb_0 et_pb_text_align_left et_pb_blurb_position_top et_pb_bg_layout_light"> <div class="et_pb_blurb_content"> <div class="et_pb_main_blurb_image"><a href="https://www.sc-bdhs-conference.org/wp-content/uploads/2024/02/proceedings_4th_national_bdhs_conference.pdf" target="_blank"><span class="et_pb_image_wrap et_pb_only_image_mode_wrap"><img fetchpriority="high" decoding="async" width="1225" height="502" src="https://www.sc-bdhs-conference.org/wp-content/uploads/2024/02/Proceedings-of-the-4th-National-BDHS-Conference.png" alt="" srcset="https://www.sc-bdhs-conference.org/wp-content/uploads/2024/02/Proceedings-of-the-4th-National-BDHS-Conference.png 1225w, https://www.sc-bdhs-conference.org/wp-content/uploads/2024/02/Proceedings-of-the-4th-National-BDHS-Conference-980x402.png 980w, https://www.sc-bdhs-conference.org/wp-content/uploads/2024/02/Proceedings-of-the-4th-National-BDHS-Conference-480x197.png 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1225px, 100vw" class="et-waypoint et_pb_animation_left et_pb_animation_left_tablet et_pb_animation_left_phone wp-image-3750" /></span></a></div> <div class="et_pb_blurb_container"> <h4 class="et_pb_module_header"><a href="https://www.sc-bdhs-conference.org/wp-content/uploads/2024/02/proceedings_4th_national_bdhs_conference.pdf" target="_blank">2023 National BDHS Conference Proceedings</a></h4> </div> </div> </div> </div> </div><div class="et_pb_row et_pb_row_2"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_3 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_1 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p>This proceeding contains some of the oral and poster presentations from the 4th National Big Data Health Science Conference (Columbia, SC, Feb 10-11, 2023) that was organized by the University of South Carolina Big Data Health Science Center (BDHSC). Proceedings of the 4th National Big Data Health Science Conference* were published on November 23, 2023, on BMC Proceedings, which is an online, open-access journal publishing proceedings of conferences across all scientific and clinical disciplines, including peer-reviewed full-length articles, collections of abstracts, and meeting reports. Conference proceedings are available at <a href="https://bmcproc.biomedcentral.com/articles/10.1186/s12919-023-00281-y" target="_blank" rel="noopener">https://bmcproc.biomedcentral.com/articles/10.1186/s12919-023-00281-y</a>, as well as the pdf file on the image above.</p> <p>*Citation: Proceedings of the 4th National Big Data Health Science Conference. BMC Proc 17 (Suppl 19), 32 (2023). https://doi.org/10.1186/s12919-023-00281-y</p></div> </div><div class="et_pb_module et_pb_toggle et_pb_toggle_0 et_pb_toggle_item et_pb_toggle_close"> <h5 class="et_pb_toggle_title">List of Abstracts</h5> <div class="et_pb_toggle_content clearfix"><p><span style="text-decoration: underline;">Introduction</span></p> <p>I1 Introduction: Proceedings of the 4th National Big Data Health Science Conference Xiaoming Li, Bankole Olatosi, Miranda Nixon</p> <p><span style="text-decoration: underline;">Oral Presentations O1-O28 </span></p> <p>O1 PDBMine, a Tool for Improving the Performance AlphaFold</p> <p>Hamed Abdollahi, Niharika Pandala, Homayoun Valafar</p> <p>O2 Big Data Health Science Case Competition: Impact and Outcomes<br />Dilek Akgun, Audrey Auen, Bankole Olatosi</p> <p>O3 Automatic Segmentation of Vasculature in Computed Tomographic Angiograms Using Deep Learning<br />Alireza Bagheri Rajeoni, Breanna Pederson, Susan M. Lessner, Homayoun Valafar</p> <p>O4 On the Use of an Automated, Reproducible Binning Approach to Bring Consistency in Calibration of Predictive Models built on Electronic Health Records<br />Madhusree Chowdhury, Richard Jordan</p> <p>O5 Using Random Forest Classifier to Identify Important COVID-19 Patient Characteristics Predicting Mortality in South Florida<br />Debarshi Datta, Safiya George Dalmida, Laurie Martinez, David Newman, Javad Hashemi, Taghi M. Khoshgoftaar, Connor Shorten, Candice Sareli, Paula Eckardt</p> <p>O6 Identifying associations between hotspots of social determinants of health needs, community-based organizations and healthcare resource use<br />Reid DeMass, Stella Self, Caroline Rudisill, Deeksha Gupta, Anna Chupak, and Darin Thomas</p> <p>O7 Who is your prenatal care provider? An algorithm to identify the predominant prenatal care provider with claims data.<br />Songyuan Deng, Samantha Renaud, Kevin J Bennett</p> <p>O8 Epitweetr: development and implementation of a tool with AI components to monitor Twitter trends for early warning of threats to public health<br />Laura Espinosa</p> <p>O9 Using label-free two-photon microscopy and deep learning image processing to assess the chondrocyte viability of articular cartilage<br />Hongming Fan, Pei Xu, Zhao Zhang, Bruce Gao, Tong Ye</p> <p>O10 Predicting Surgical Outcome in Epilepsy with Diffusion MRI<br />Dai Fang, Carrie McDonald, Leonardo Bonilha, Yuan Wang</p> <p>O11 Application of Machine Learning in Predicting Breast Cancer Patient Outcome<br />Ali Firooz, Savannah M. Noblitt, Julie Martin, W. Jeffery Edenfield, Anna Blenda, Homayoun Valafar</p> <p>O12 Disparities in mental health service utilization among immigrants in the U.S. using geospatial big data<br />Fengrui Jing, Zhenlong Li, Shan Qiao, Huan Ning, Jiajia Zhang, Bankole Olatosi, Xiaoming Li</p> <p>O13 Using Semantic Web Technology to leverage interoperable clinical decision support system rules: A pathway to interoperable patient records<br />Xia Jing, James J. Cimino, Dean F. Sittig, Hua Min, Yang Gong, Richard D. Boyce, David Robinson, Paul Biondich, Adam Wright, Christian G. Nøhr, Timothy Law, Arild Faxvaag, Nina Hubig, Rohan Goli, Karthik Nedunchezhiyan, Akash Shanmugam Boobalan, Samuil Orlioglu, Chloe Crozier, Lior Rennert, Ronald Gimbel</p> <p>O14 Leveraging smartphone technology to enhance patient-centered HIV care and treatment services in Nigeria’s most populous city: The Jolly-95 app experience<br />Dimgba K. Kalu, David I. Udanwojo, Yewande I. Bamgbade, Obioma A. Azurunwa, Abimbola S. Phillips, Pius I. Christopher-Izere, Francis O. Ogirima, Collins O. Imarhiagbe, Bolanle O. Oyeledun</p> <p>O15 Youth-Focused Tobacco Prevention through a novel advertising, sales, and social media tracking dashboard<br />Jaron Hoani King</p> <p>O16 Prognostic Models for Sepsis Built on Small Datasets<br />Chunyan Li, Lu Wang, Kexun Li, Hongfei Deng, Yu Wang, Li Chang, Ping Zhou, Jun Zeng, Mingwei Sun, Hua Jiang, and Qi Wang</p> <p>O17 The Utility of a Bayesian Predictive Model to Forecast Neuroinvasive West Nile Virus Disease in the United States, 2022<br />Maggie S. J. McCarter, Stella Self, Kyndall C. Dye-Braumuller, Christopher Lee, Huixuan Li, Melissa S. Nolan</p> <p>O18 Using smartphone-based place visitation big data to improve health measure estimation<br />Huan Ning, Zhenlong Li, Fengrui Jing, Shan Qiao, Xiaoming Li</p> <p>O19 Underrepresented Minorities (URM) Academic Career Development and Data Science Applied to Health Luncheon<br />Miranda Nixon</p> <p>O20 Leveraging Electronic Health Records for Big Data Research<br />Jihad S. Obeid</p> <p>O21 Leveraging the Continuity in Treatment dashboard analytics to retain Persons Living with HIV on ART care and treatment in Nigeria- The Lagos ART Surge Experience<br />Idowu G. Oluwasola, Obioma A. Azurunwa, Ikponwonmsa Omogun, Collins O. Imarhiagbe, David I. Udanwojo, Abimbola S. Phillips, Bolanle O. Oyeledun</p> <p>O22 Harnessing big heterogeneous data to evaluate the potential impact of HIV responses among key populations in generalized epidemic settings in Sub Saharan Africa: The Boloka Data Repository<br />Refilwe Nancy Phaswana-Mafuya, Edith Phalane, Katharine S. Journeay, Haley I. Sisel, Claris Siyamayambo, Betty Sebati, Francois Wolmarans, Katherine Rucinski, Amrita Rao, Kalai Willis, Xiaoming Li, Bankole Olatosi, Stefan D. Baral</p> <p>O23 The Incidence and Evolving Risk Factors of Diabetes Among People with HIV– A Population-based Cohort Study<br />Gazi Sakir Mohammad Pritom, Xueying Yang, Haoyuan Gao, Shujie Chen, Jiajia Zhang, Bankole Olatosi, Xiaoming Li</p> <p>O24 Association between patient-provider shared decision-making and use of pain-related complementary and integrative health modalities among adults with chronic noncancer pain, 2010-2017<br />Yiwen Shih, Peiyin Hung</p> <p>O25 Deep Learning for Sleep Staging in Rodents<br />Andrew Smith, Snezana Milosavljevic, Musa Azeem, Courtney Wright, Ana Pocivavsek, Homayoun Valafar</p> <p>O26 Race and Risk: A Bioinformatic Analysis of Alzheimer’s Disease<br />Loni S. Taylor, Gregory Gibbs, Bishnu Sarker</p> <p>O27 Exploring Racial Disparities in Colorectal Polyp Characteristics at Screening Colonoscopy Using Machine Learning Approaches<br />Yuqi Wu, Dezhi Wu, Nabil Natafgi, Chao Cai, Sudha Xirasagar</p> <p>O28 Identifying a group of factors predicting cognitive impairment among older adults<br />Longgang Zhao, Yuan Wang, Eric Mishio Bawa, Zichun Meng, Jingkai Wei, Sarah Newman-Norlund, Tushar Trivedi, Hatice Hasturk, Roger D. Newman-Norlund, Julius Fridriksson, Anwar T. Merchant</p> <p><span style="text-decoration: underline;">Poster Presentations P1-P18</span></p> <p>P1 Trends in prenatal care utilization among women with childbirths in South Carolina during 2016 – 2020: a retrospective study<br />Syeda Shehirbano Akhtar, Peiyin Hung</p> <p>P2 Building a Research Database to Investigate and Promote Medical Students’ Community Engagement Efforts<br />Darby Billing, Elise Kao, Jason Li, Alyssa Guo, Jennifer Grier, Lauren Fowler, Jennifer Springhart</p> <p>P3 Use of a Cascade Strategy to Infer Chronic Hepatitis C Follow-up within an Infectious Disease Surveillance System<br />Andrew T Broadway, Marya S Barker, Nicholas V. Resciniti</p> <p>P4 Developing an ethical framework-guided metric tool for assessing bias in EHR-based big data studies: A Research Protocol<br />E. Graham Caulk</p> <p>P5 Disparities of Length of Hospital Stay in Fall-Related Injuries in South Carolina<br />Nihan Fila</p> <p>P6 Socio-Economic and Marital Status Differences in the Uptake of HIV Testing in Tanzania: Analysis of the 2016-2017 Tanzania HIV Impact Survey<br />Salome-Joelle Gass, Peiyin Hung, Jan Ostermann</p> <p>P7 Hypoglycemia Associations with Antidiabetic Agents: A Pharmacovigilance Study of the FDA Adverse Event Reporting System (FAERS)<br />Julia Geith J, Ryan Gourdine, Chengwen Teng</p> <p>P8 XHealth: Data Science Prerequisites to Harnassing Big Data in Healthcare: Vectors Over Scalars<br />Stephen C. Lloyd</p> <p>P9 Identify Factors Associated with Emergency Department Visit Rate at ZCTA Level<br />Zichun Meng, Songyuan Deng, Kevin Bennett</p> <p>P10 “You Want to Use My Data?!?”: How can Patient Engagement and Outreach Enhance Big Data Analytics?<br />Ariana Mitcham, Conor O’Boyle, Ginny Cartee, Katie Parris, Ann Blair Kennedy, Nabil Natafgi</p> <p>P11 Annual Compliance with Colorectal Cancer Screening in Medically Underserved, Uninsured South Carolinians<br />Omar Mushtaq, Lisa Scott, Tracie Lewis, Becky Eaddy, Frank Berger, Troy Herter, Annie Thibault</p> <p>P12 Exploring the Social Determinants of Health in 29203<br />Catherine O’Leary, Mark E. Humphrey</p> <p>P13 Tackling Healthcare Access by Simplifying Access to Actionable Data<br />Samantha Renaud, Qian Huang, Songyuan Deng, Samantha Slinkard-Barnum, Kevin J Bennett</p> <p>P14 Influenza Vaccination and Climate Change in the American South<br />Ebony Allen Toussaint</p> <p>P15 Multitask Learning for South Carolina’s Prenatal Maternal Care<br />Edward Tsien, Dezhi Wu, Ana Lòpez-De Fede</p> <p>P16 AI-based mining of biomedical literature: Applications for the drug repurposing<br />Aliaksandra Sikirzhytskaya, Ilya Tiagin, Joe Magagnoli, Tammy Cummings, Michael Wyatt, Scott Sutton, Ilya Safro, Michael Shtutman</p> <p>P17 A Bayesian spatial scan statistic for normal data<br />Laasya Velamakanni, Yuan Wang, Alexander McLain, Stella Self</p> <p>P18 The dose-response associations between physical activity and cognitive function in older Americans in different demographic subgroups<br />Fanli Yi, Carlos Avalos, Chelsea Richard, Chih-Hsiang Yang</p></div> </div> </div> </div> </div> </div> </div> </div> </article> </div> <footer id="main-footer"> <div id="footer-bottom"> <div class="container clearfix"> <ul class="et-social-icons"> </ul><div id="footer-info">Maintained by the <a href="https://www.sc.edu/study/colleges_schools/public_health/internal/faculty_staff/administrative_departments/operations_and_accreditation/web_development_and_communications/index.php">WDC</a></div> </div> </div> </footer> </div> </div> <link rel='stylesheet' id='wp-block-library-css' href='https://www.sc-bdhs-conference.org/wp-includes/css/dist/block-library/style.min.css?ver=6.7.1' type='text/css' media='none' onload="media='all'" /> <script type="text/javascript" src="https://www.sc-bdhs-conference.org/wp-includes/js/dist/hooks.min.js?ver=4d63a3d491d11ffd8ac6" id="wp-hooks-js"></script> <script type="text/javascript" src="https://www.sc-bdhs-conference.org/wp-includes/js/dist/i18n.min.js?ver=5e580eb46a90c2b997e6" id="wp-i18n-js"></script> <script type="text/javascript" id="wp-i18n-js-after"> /* <![CDATA[ */ wp.i18n.setLocaleData( { 'text direction\u0004ltr': [ 'ltr' ] } ); 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