{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T05:58:58Z","timestamp":1775627938032,"version":"3.50.1"},"reference-count":30,"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\/icmla66185.2025.00224","type":"proceedings-article","created":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T19:54:58Z","timestamp":1775591698000},"page":"1473-1478","source":"Crossref","is-referenced-by-count":0,"title":["BRAINS: A Retrieval-Augmented System for Alzheimer\u2019s Detection and Monitoring"],"prefix":"10.1109","author":[{"given":"Rajan Das","family":"Gupta","sequence":"first","affiliation":[{"name":"American International University,Bangladesh"}]},{"given":"Md","family":"Kishor Morol","sequence":"additional","affiliation":[{"name":"ELITE Research Lab"}]},{"given":"Nafiz","family":"Fahad","sequence":"additional","affiliation":[{"name":"Multimedia University"}]},{"given":"Md Tanzib","family":"Hosain","sequence":"additional","affiliation":[{"name":"American International University,Bangladesh"}]},{"given":"Sumaya","family":"Binte Zilani Choya","sequence":"additional","affiliation":[{"name":"George Mason University"}]},{"given":"Md Jakir","family":"Hossen","sequence":"additional","affiliation":[{"name":"Multimedia University"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/17460441.2021.1887132"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3389\/fncel.2018.00401"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.0b013e3181cb3e25"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1162\/jocn.2007.19.9.1498"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1212\/wnl.43.11.2412-a"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2018.02.018"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2014.11.001"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/0022-3956(75)90026-6"},{"issue":"7","key":"ref9","first-page":"e2118854","article-title":"Predicting dementia from structured health records using machine learning","volume":"4","author":"Reuben","year":"2021","journal-title":"JAMA Network Open"},{"key":"ref10","article-title":"Knowledge-enhanced language models in medical domains","author":"Yang","year":"2023","journal-title":"Briefings in Bioinformatics"},{"key":"ref11","article-title":"Towards expert-level medical question answering with prompt-augmented llms","author":"Singhal","year":"2023","journal-title":"Nature"},{"key":"ref12","article-title":"Clinicalt5: Retrieval-enhanced clinical summarization with task-adaptive pretraining","author":"Luo","year":"2024","journal-title":"Findings of ACL"},{"key":"ref13","article-title":"Long-context modeling for medical report understanding using sparse transformers","volume-title":"Proceedings of ACL","author":"Zeng"},{"key":"ref14","article-title":"Reta: Retrieval-augmented transformer for clinical note understanding","author":"Gao","year":"2023"},{"key":"ref15","article-title":"Cogagent: A generalist foundation model for multimodal tasks","author":"Zhang","year":"2024"},{"key":"ref16","article-title":"Pmc-llama: Towards open-source medical llms","author":"Chen","year":"2024"},{"issue":"240","key":"ref17","first-page":"1","article-title":"Palm: Scaling language modeling with pathways","volume":"24","author":"Chowdhery","year":"2023","journal-title":"Journal of Machine Learning Research"},{"key":"ref18","article-title":"Gpt-4 technical report","author":"Achiam","year":"2023"},{"key":"ref19","article-title":"Med-palm: Large language models for medicine","author":"Li","year":"2023"},{"key":"ref20","article-title":"Llama: Open and efficient foundation language models","author":"Touvron","year":"2023"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/nrneurol.2009.215"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1212\/wnl.43.11.2412-a"},{"key":"ref23","volume-title":"National alzheimer\u2019s coordinating center (nacc) data","year":"2023"},{"key":"ref24","volume-title":"Alzheimer\u2019s disease neuroimaging initiative (adni)","year":"2023"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/tbdata.2025.3618474"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref27","article-title":"Heart: Heart expert assistant with retrieval-augmented","volume-title":"AAAI 2024 Spring Symposium on Clinical Foundation Models","author":"Guo"},{"key":"ref28","article-title":"Decoupled weight decay regularization","author":"Loshchilov","year":"2017"},{"key":"ref29","article-title":"Bge-reranker: A strong baseline for passage reranking","author":"Xiao","year":"2023"},{"issue":"2","key":"ref30","first-page":"3","article-title":"Lora: Low-rank adaptation of large language models","volume":"1","author":"Hu","year":"2022","journal-title":"ICLR"}],"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\/11471431.pdf?arnumber=11471431","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T05:19:34Z","timestamp":1775625574000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11471431\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,3]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/icmla66185.2025.00224","relation":{},"subject":[],"published":{"date-parts":[[2025,12,3]]}}}