{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T06:00:22Z","timestamp":1775628022418,"version":"3.50.1"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T00:00:00Z","timestamp":1764720000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T00:00:00Z","timestamp":1764720000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,3]]},"DOI":"10.1109\/icmla66185.2025.00021","type":"proceedings-article","created":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T19:54:58Z","timestamp":1775591698000},"page":"107-114","source":"Crossref","is-referenced-by-count":0,"title":["Attention-Based Offline Reinforcement Learning and Clustering for Interpretable Sepsis Treatment"],"prefix":"10.1109","author":[{"given":"Punit","family":"Kumar","sequence":"first","affiliation":[{"name":"University at Buffalo,Department of Computer Science and Engineering,Buffalo,New York,USA"}]},{"given":"Vaibhav","family":"Saran","sequence":"additional","affiliation":[{"name":"University at Buffalo,Department of Computer Science and Engineering,Buffalo,New York,USA"}]},{"given":"Divyesh","family":"Patel","sequence":"additional","affiliation":[{"name":"University at Buffalo,Department of Computer Science and Engineering,Buffalo,New York,USA"}]},{"given":"Nitin","family":"Kulkarni","sequence":"additional","affiliation":[{"name":"University at Buffalo,Department of Computer Science and Engineering,Buffalo,New York,USA"}]},{"given":"Alina","family":"Vereshchaka","sequence":"additional","affiliation":[{"name":"University at Buffalo,Department of Computer Science and Engineering,Buffalo,New York,USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.0287"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2017.13836"},{"key":"ref3","article-title":"Economic impact of sepsis in the intensive care unit: A systematic review","volume":"27","author":"Torres","year":"2023","journal-title":"Critical Care"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s00134-021-06506-y"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.35"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.178"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0213-5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-17114-7_22"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.21105\/joss.00205"},{"issue":"5","key":"ref10","article-title":"Impact of delayed treatment on mortality in patients with sepsis","volume":"2","author":"Rhee","year":"2019","journal-title":"JAMA Network Open"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.0288"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.21105\/joss.00861"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA58977.2023.00237"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA58977.2023.00255"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.4316\/AECE.2017.04001"},{"key":"ref16","article-title":"Advantage-weighted regression: Simple and scalable off-policy reinforcement learning","author":"Peng","year":"2019"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA58977.2023.00104"},{"key":"ref18","first-page":"1","article-title":"Novel l1-based neural gas clustering algorithms","volume":"175","author":"Cavalcant","year":"2024","journal-title":"Pattern Recognition Letters"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA61862.2024.00040"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA58977.2023.00174"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA61862.2024.00014"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/icmla58977.2023.00311"}],"event":{"name":"2025 International Conference on Machine Learning and Applications (ICMLA)","location":"Boca Raton, FL, USA","start":{"date-parts":[[2025,12,3]]},"end":{"date-parts":[[2025,12,5]]}},"container-title":["2025 International Conference on Machine Learning and Applications (ICMLA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11471302\/11471304\/11471523.pdf?arnumber=11471523","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T05:21:18Z","timestamp":1775625678000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11471523\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,3]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/icmla66185.2025.00021","relation":{},"subject":[],"published":{"date-parts":[[2025,12,3]]}}}