Title
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records Hejie Cui Alyssa Unell Bowen Chen Jason Alan Fries Emily Alsentzer Sanmi Koyejo N. Shah 79 0 0 06 Mar 2025
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature Alejandro Lozano M. W. Sun James Burgess Liangyu Chen Jeffrey Nirschl ... Xiaohan Wang Yuhui Zhang Alfred Seunghoon Song Robert Tibshirani Serena Yeung-Levy LM&MA VLM MedIm 58 6 0 13 Jan 2025
Foundation Models in Radiology: What, How, When, Why and Why Not Magdalini Paschali Zhihong Chen Louis Blankemeier Maya Varma Alaa Youssef Christian Bluethgen C. Langlotz S. Gatidis Akshay S. Chaudhari LM&MA MedIm AI4CE 89 2 0 27 Nov 2024
Formal Theorem Proving by Rewarding LLMs to Decompose Proofs Hierarchically Kefan Dong Arvind V. Mahankali Tengyu Ma ReLM LRM 28 5 0 04 Nov 2024
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology Yihao Hou Christoph Bert A. Gomaa G. Lahmer D. Hoefler ... S. Semrau Andreas K. Maier R. Fietkau Yixing Huang F. Putz LM&MA 25 0 0 20 Aug 2024
Biomedical Visual Instruction Tuning with Clinician Preference Alignment Hejie Cui Lingjun Mao Xin Liang Jieyu Zhang Hui Ren Quanzheng Li Xiang Li Carl Yang LM&MA 46 6 0 19 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 36 4 0 14 Jun 2024
Merlin: A Vision Language Foundation Model for 3D Computed Tomography Louis Blankemeier Joseph Paul Cohen Ashwin Kumar Dave Van Veen Syed Jamal Safdar Gardezi ... Andrew L. Wentland C. Langlotz Jason Hom S. Gatidis Akshay S. Chaudhari LM&MA MedIm 44 29 0 10 Jun 2024
DOLOMITES: Domain-Specific Long-Form Methodical Tasks Chaitanya Malaviya Priyanka Agrawal Kuzman Ganchev Pranesh Srinivasan Fantine Huot Jonathan Berant Mark Yatskar Dipanjan Das Mirella Lapata Chris Alberti 27 6 0 09 May 2024
TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model Yue Wang Tianfan Fu Yinlong Xu Zihan Ma Hongxia Xu Yingzhou Lu Bang Du Hong-Yan Gao Jian Wu LM&MA 27 26 0 01 Apr 2024
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium Hyewon Jeong Sarah Jabbour Yuzhe Yang Rahul Thapta Hussein Mozannar ... Linying Zhang Harvineet Singh Tom Hartvigsen Helen Zhou Chinasa T. Okolo VLM AI4TS OOD 37 2 0 03 Mar 2024
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries Sunjun Kweon Jiyoun Kim Heeyoung Kwak Dongchul Cha Hangyul Yoon Kwanghyun Kim Jeewon Yang Seunghyun Won Edward Choi LM&MA 19 4 0 25 Feb 2024
Zero-Shot Clinical Trial Patient Matching with LLMs Michael Wornow Alejandro Lozano Dev Dash Jenelle A. Jindal Kenneth W. Mahaffey Nigam H. Shah 33 26 0 05 Feb 2024
Distilling Large Language Models for Matching Patients to Clinical Trials Mauro Nievas Aditya Basu Yanshan Wang Hrituraj Singh ELM LM&MA 10 27 0 15 Dec 2023
"What's important here?": Opportunities and Challenges of Using LLMs in Retrieving Information from Web Interfaces Faria Huq Jeffrey P. Bigham Nikolas Martelaro 25 7 0 11 Dec 2023
Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation Rui Yang Qingcheng Zeng Keen You Yujie Qiao Lucas Huang ... Dragomir R. Radev Zhiyong Lu Hua Xu Qingyu Chen Irene Z Li ELM LM&MA 15 3 0 28 Nov 2023
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 14 10 0 20 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 106 0 09 Nov 2023
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature Alejandro Lozano Scott L. Fleming Chia-Chun Chiang Nigam Shah ELM RALM 13 32 0 24 Oct 2023
Question Answering for Electronic Health Records: A Scoping Review of datasets and models Jayetri Bardhan Kirk Roberts Daisy Zhe Wang 16 0 0 12 Oct 2023
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 45 270 0 14 Sep 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 206 2,232 0 22 Mar 2023
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 202 791 0 13 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016