{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T15:59:38Z","timestamp":1785340778297,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":9,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T00:00:00Z","timestamp":1782777600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,30]]},"DOI":"10.1145\/3807503.3817110","type":"proceedings-article","created":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T02:55:27Z","timestamp":1785293727000},"page":"1-1","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["N3C Data Analytics for Attribute Importance and Prediction Tasks"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9627-0755","authenticated-orcid":false,"given":"Mirna","family":"Elizondo","sequence":"first","affiliation":[{"name":"Datalab12, Texas State University, San Marcos, Texas, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-7793-2940","authenticated-orcid":false,"given":"Chloe Marie","family":"Jones","sequence":"additional","affiliation":[{"name":"Data Lab 12, Texas State, San Marcos, Texas, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9972-9760","authenticated-orcid":false,"given":"Jelena","family":"Te\u0161i\u0107","sequence":"additional","affiliation":[{"name":"Computer Science, Texas State University, San Marcos, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,7,28]]},"reference":[{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","unstructured":"Debajyoti Bera Rameshwar Pratap and Bhisham\u00a0Dev Verma. 2023. Dimensionality reduction for categorical data. IEEE Transactions on Knowledge and Data Engineering 35 4 (Apr 2023) 3658\u20133671. 10.1109\/tkde.2021.3132373","DOI":"10.1109\/tkde.2021.3132373"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"publisher","unstructured":"Andrew\u00a0D. Boyd Rosa Gonzalez-Guarda Katharine Lawrence Crystal\u00a0L. Patil Miriam\u00a0O. Ezenwa Emily\u00a0C. O\u2019Brien Hyung Paek Jordan\u00a0M. Braciszewski Oluwaseun Adeyemi Allison\u00a0M. Cuthel and et al.2023. Equity and bias in Electronic Health Records data. Contemporary Clinical Trials 130 (2023) 107238. 10.1016\/j.cct.2023.107238","DOI":"10.1016\/j.cct.2023.107238"},{"key":"e_1_3_3_1_4_2","volume-title":"Proceedings of the IEEE International Conference on Healthcare Informatics","author":"Cai Tianxi","year":"2017","unstructured":"Tianxi Cai, Xian Cai, et\u00a0al. 2017. Deep Learning for Electronic Health Records. In Proceedings of the IEEE International Conference on Healthcare Informatics. Exact authors, title, and venue should match the specific \u201ccaideep2017\u201d paper you are citing."},{"key":"e_1_3_3_1_5_2","unstructured":"K.D.\u00a0Bertakis et al.2000. Gender differences in the utilization of health care services. Journal of Family Practice 49 2 (February 2000) 147\u2013152."},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","unstructured":"C\u00e9sar Fern\u00e1ndez-de-las Pe\u00f1as Carlos Guijarro and et al.2021. Diabetes and the risk of long-term post-covid symptoms. Diabetes 70 12 (Sep 2021) 2917\u20132921. 10.2337\/db21-0329","DOI":"10.2337\/db21-0329"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"crossref","unstructured":"Laure Grinsztajn Edouard Oyallon and Ga\u00ebl Varoquaux. 2022. Why do tree-based models still outperform deep learning on tabular data. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2207.08815 (2022).","DOI":"10.52202\/068431-0037"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"publisher","unstructured":"Melissa\u00a0A Haendel Christopher\u00a0G Chute and et al.2020. The National COVID Cohort Collaborative (N3C): Rationale design infrastructure and deployment. Journal of the American Medical Informatics Association 28 3 (08 2020) 427\u2013443. arXiv:https:\/\/academic.oup.com\/jamia\/article-pdf\/28\/3\/427\/37306721\/ocaa196.pdf10.1093\/jamia\/ocaa196","DOI":"10.1093\/jamia\/ocaa196"},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","unstructured":"Adrian\u00a0H. Heald Richard Williams David\u00a0A. Jenkins Stuart Stewart Nawar\u00a0Diar Bakerly Kevin Mccay and William Ollier. 2024. The prevalence of long COVID in people with diabetes mellitus\u2013evidence from a UK cohort. eClinicalMedicine 71 (Apr 2024) 102607. 10.1016\/j.eclinm.2024.102607","DOI":"10.1016\/j.eclinm.2024.102607"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","unstructured":"Christopher\u00a0M Sauer Li-Ching Chen Stephanie\u00a0L Hyland Armand Girbes Paul Elbers and Leo\u00a0A Celi. 2022. Leveraging Electronic Health Records for Data Science: Common Pitfalls and how to avoid them. The Lancet Digital Health 4 12 (Dec 2022). 10.1016\/s2589-7500(22)00154-6","DOI":"10.1016\/s2589-7500(22)00154-6"}],"event":{"name":"BCB '26: 17th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","location":"Rende (CS) Italy","acronym":"BCB '26","sponsor":["SIGBio ACM Special Interest Group on Bioinformatics"]},"container-title":["Proceedings of the 17th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3807503.3817110","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T15:15:36Z","timestamp":1785338136000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3807503.3817110"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,30]]},"references-count":9,"alternative-id":["10.1145\/3807503.3817110","10.1145\/3807503"],"URL":"https:\/\/doi.org\/10.1145\/3807503.3817110","relation":{},"subject":[],"published":{"date-parts":[[2026,6,30]]},"assertion":[{"value":"2026-07-28","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}