{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:09:14Z","timestamp":1730200154049,"version":"3.28.0"},"reference-count":52,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,5]],"date-time":"2023-12-05T00:00:00Z","timestamp":1701734400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,5]],"date-time":"2023-12-05T00:00:00Z","timestamp":1701734400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,12,5]]},"DOI":"10.1109\/bibm58861.2023.10386028","type":"proceedings-article","created":{"date-parts":[[2024,1,18]],"date-time":"2024-01-18T18:27:43Z","timestamp":1705602463000},"page":"4336-4343","source":"Crossref","is-referenced-by-count":0,"title":["Handling Imbalanced and Poorly Separated Data: a Multi-Stage Multi-Group Machine Learning Approach"],"prefix":"10.1109","author":[{"given":"Eva K.","family":"Lee","sequence":"first","affiliation":[{"name":"Center for Operations Research in Medicine and Healthcare The Data and Analytics Innovation Institute,Atlanta,USA"}]},{"given":"Fan","family":"Yuan","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology,Industrial and Systems Engineering,Atlanta,USA"}]},{"given":"Barton J.","family":"Mann","sequence":"additional","affiliation":[{"name":"The American Orthopedic Society for Sports Medicine,The American Orthopedic Society for Sports Medicine,Chicago,USA"}]},{"given":"Brent","family":"Egan","sequence":"additional","affiliation":[{"name":"American Medical Association,Cardiovascular Health,South Carolina,USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5220\/0011557200003335"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM52615.2021.9669414"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2018.1404"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICACTA54488.2022.9753392"},{"article-title":"A Review of Challenges and Opportunities in Machine Learning for Health","volume-title":"AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science","author":"Ghassemi","key":"ref5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.5220\/0008071303100321"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-7998-9220-5.ch028"},{"article-title":"Recommender systems: Missing data and statistical model estimation","volume-title":"IJCAI International Joint Conference on Artificial Intelligence","author":"Marlin","key":"ref8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11890"},{"key":"ref10","article-title":"Graphical models for inference with missing data","author":"Mohan","year":"2013","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.7326\/m18-1990"},{"first-page":"68","volume-title":"Proceedings of Machine Learning for Healthcare 2017 Clinical Intervention Prediction and Understanding with Deep Neural Networks","author":"Suresh","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1021\/jm0104668"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144003"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1214\/009053604000000067"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.3015756"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1967.10490502"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s40031-018-0323-y"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.1997.637339"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(94)90127-9"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(89)90037-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(94)90324-7"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2011.00771.x"},{"volume-title":"Cardiovascular diseases","year":"2022","key":"ref24"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1161\/cir.0000000000001052"},{"volume-title":"Cardiovascular diseases affect nearly half of American adults, statistics show","year":"2019","key":"ref26"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-51469-7_1"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/0002-9343(77)90874-9"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-08757-1"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/s0140-6736(20)32230-3"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(16)31678-6"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/acr.22897"},{"issue":"4","key":"ref33","article-title":"Knee Osteoarthritis Treatment Costs in the Medicare Patient Population","volume":"13","author":"Malanga","year":"2020","journal-title":"American Health and Drug Benefits"},{"volume-title":"Joint Replacement Surgery","year":"2023","key":"ref34"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1002\/art.38685"},{"article-title":"Prediction of responses to intra-articular injections of Hyaluronic acid for knee osteoarthritis","year":"2023","author":"Lee","key":"ref36"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.2147\/jpr.s154002"},{"volume-title":"WOMAC Osteoarthritis Index User Guide. Version V","year":"2002","author":"Bellamy","key":"ref38"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/hec.4730020305"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1177\/03635465010290021601"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/art.10993"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/0168-8510(96)00822-6"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1002\/anr.1780320107"},{"issue":"1","key":"ref44","first-page":"57","article-title":"The Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) in Persian Speaking Patients with Knee Osteoarthritis","volume":"2","author":"Ebrahimzadeh","year":"2014","journal-title":"Arch Bone Jt Surg"},{"key":"ref45","first-page":"792","article-title":"Design and conduct of clinical trials in osteoarthritis: preliminary recommendations from a task force of the Osteoarthritis Research Society","volume":"24","author":"Hochberg","year":"1997","journal-title":"J Rheumatol"},{"key":"ref46","article-title":"Constrained discriminant analysis via 0\/1 mixed integer programming","volume-title":"Annals of Operations Research","volume":"74","author":"Gallagher","year":"1997"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.15.1.23.15158"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3389\/fpubh.2020.00178"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2020.101935"},{"key":"ref50","article-title":"How IBM\u2019s Watson Went From the Future of Health Care to Sold Off for Parts","volume-title":"Slate","author":"O\u2019Leary","year":"2022"},{"key":"ref51","article-title":"Experts say IBM Watson\u2019s flaws are rooted in data collection and interoperability","volume-title":"Fiercxe Healthcare","author":"Sweeney","year":"2017"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-021-01012-3"}],"event":{"name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","start":{"date-parts":[[2023,12,5]]},"location":"Istanbul, Turkiye","end":{"date-parts":[[2023,12,8]]}},"container-title":["2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10385250\/10385251\/10386028.pdf?arnumber=10386028","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,19]],"date-time":"2024-01-19T18:21:10Z","timestamp":1705688470000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10386028\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,5]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/bibm58861.2023.10386028","relation":{},"subject":[],"published":{"date-parts":[[2023,12,5]]}}}