{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T13:53:40Z","timestamp":1772027620775,"version":"3.50.1"},"reference-count":30,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3564971","type":"journal-article","created":{"date-parts":[[2025,4,28]],"date-time":"2025-04-28T17:34:23Z","timestamp":1745861663000},"page":"77709-77733","source":"Crossref","is-referenced-by-count":4,"title":["Dynamic AI-Enhanced Therapeutic Framework for Precision Medicine Using Multi-Modal Data and Patient-Centric Reinforcement Learning"],"prefix":"10.1109","volume":"13","author":[{"given":"R.","family":"Gayathri","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, Tamil Nadu, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6927-6916","authenticated-orcid":false,"given":"S. K. B.","family":"Sangeetha","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, Tamil Nadu, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.","family":"Sangeetha","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Sri Venkateswara College of Engineering and Technology, Chittoor, Andhra Pradesh, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G. Leena Rosalind","family":"Mary","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Madanapalle Institute of Technology & Science, Madanapalle, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8572-1197","authenticated-orcid":false,"given":"Sandeep Kumar","family":"Mathivanan","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Galgotias University, Greater Noida, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2182-8184","authenticated-orcid":false,"given":"Usha","family":"Moorthy","sequence":"additional","affiliation":[{"name":"Department of Information Technology, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.drudis.2021.02.007"},{"issue":"2","key":"ref2","first-page":"1","article-title":"Next-generation artificial intelligence for personalized medicine: Challenges and innovations","volume":"2","author":"Shah","year":"2018","journal-title":"Int. J. Comput. Sci. Tech."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-0811-7_3"},{"issue":"2","key":"ref4","first-page":"1","article-title":"AI assisted drug discovery: Emphasizing its role in accelerating precision medicine initiatives and improving treatment outcomes","volume":"2","author":"Raparthi","year":"2022","journal-title":"Hum.-Comput. Interact. Perspect."},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2021.3060483"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2017.2761740"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2017.10.011"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s12065-020-00540-3"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-018-1088-1"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46723-8_19"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.fcij.2017.12.001"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.04.157"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2020.101964"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/acm2.13898"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-8248-3_15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/entropy2021-09749"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2020.101836"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2174\/1872212113666190328220514"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TMSCS.2017.2710194"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3174599"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/bs.pmbts.2022.03.002"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s12032-022-01711-1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/cpt.3152"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-443-13963-5.00012-1"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.tibtech.2019.12.021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1561\/2200000086"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3038605"},{"key":"ref28","first-page":"1060","article-title":"Discovering reinforcement learning algorithms","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Oh"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2020.06.014"},{"issue":"2","key":"ref30","first-page":"239","article-title":"Overview of deep reinforcement learning improvements and applications","volume":"22","author":"Zhang","year":"2021","journal-title":"J. Internet Tech."}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10979348.pdf?arnumber=10979348","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,8]],"date-time":"2025-05-08T04:29:25Z","timestamp":1746678565000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10979348\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3564971","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}