Title
X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains Qianchu Liu Sheng Zhang Guanghui Qin Timothy Ossowski Yu Gu ... Sam Preston Mu-Hsin Wei Paul Vozila Tristan Naumann Hoifung Poon OOD LRM VLM 47 0 0 06 May 2025
Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry J. Kim Chaeeun Shim Sungjin Park Su Yeon Lee Gee Young Suh ... Yong Soo Kim Hee-Joon Bae Sung Yoon Lim Han-Gil Jeong Edward Choi LRM 32 0 0 05 May 2025
m-KAILIN: Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training Meng Xiao Xunxin Cai Chengrui Wang Yuanchun Zhou 48 0 0 28 Apr 2025
Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization Wataru Kawakami Keita Suzuki Junichiro Iwasawa LRM 65 0 0 25 Apr 2025
$AI, Help Me Think$\unicode{x2014}$but for Myself: Assisting People in Complex Decision-Making by Providing Different Kinds of Cognitive Support$ AI, Help Me Think $\unicode{x2014}$ but for Myself: Assisting People in Complex Decision-Making by Providing Different Kinds of Cognitive Support Leon Reicherts Z. Zhang Elisabeth von Oswald Yuanting Liu Yvonne Rogers Mariam Hassib 29 1 0 09 Apr 2025
Medical large language models are easily distracted Krithik Vishwanath Anton Alyakin Daniel Alber Jin Vivian Lee Douglas Kondziolka E. Oermann 31 0 0 01 Apr 2025
Evaluating the Feasibility and Accuracy of Large Language Models for Medical History-Taking in Obstetrics and Gynecology Dou Liu Ying Long Sophia Zuoqiu Tian Tang Rong Yin LM&MA AI4MH 30 0 0 31 Mar 2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions Mohammad Almansoori K. K. Hisham Cholakkal 57 0 0 28 Mar 2025
Evaluating Clinical Competencies of Large Language Models with a General Practice Benchmark Z. Li Yiying Yang Jiping Lang Wenhao Jiang Yuhang Zhao ... Yuhua Bi Xiaofei Zeng Yixian Chen Junrong Chen Lin Yao AI4MH LM&MA ELM 41 0 0 22 Mar 2025
MDTeamGPT: A Self-Evolving LLM-based Multi-Agent Framework for Multi-Disciplinary Team Medical Consultation Kai-xiang Chen X. Li Tianpei Yang Hewei Wang Wei Dong Yang Gao LLMAG LM&MA 67 2 0 18 Mar 2025
It is Too Many Options: Pitfalls of Multiple-Choice Questions in Generative AI and Medical Education Shrutika Singh Anton Alyakin Daniel Alber Jaden Stryker Ai Phuong S Tong ... Mathew de la Paz Miguel Hernandez-Rovira Ki Yun Park Eric Leuthardt E. Oermann AI4MH AI4Ed ELM 58 0 0 13 Mar 2025
UniGenX: Unified Generation of Sequence and Structure with Autoregressive Diffusion Gongbo Zhang Y. Li Renqian Luo Pipi Hu Zeru Zhao ... Maik Riechert Li-ming Yuan Lei Chen Haiguang Liu Tao Qin DiffM 36 0 0 09 Mar 2025
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring Solutions Yichong Zhao Susumu Goto 55 0 0 05 Mar 2025
RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction Fenglin Liu Jinge Wu Hongjian Zhou Xiao Gu Soheila Molaei A. Thakur Lei A. Clifton Honghan Wu David A. Clifton LM&MA 39 0 0 05 Mar 2025
BiasICL: In-Context Learning and Demographic Biases of Vision Language Models Sonnet Xu Joseph Janizek Yixing Jiang Roxana Daneshjou VLM 63 0 0 04 Mar 2025
Transforming Tuberculosis Care: Optimizing Large Language Models For Enhanced Clinician-Patient Communication Daniil Filienko Mahek Nizar Javier Roberti Denise Galdamez Haroon Jakher Sarah Iribarren Weichao Yuwen Martine De Cock LM&MA 31 0 0 28 Feb 2025
Explainable, Multi-modal Wound Infection Classification from Images Augmented with Generated Captions Palawat Busaranuvong Emmanuel O. Agu Reza Saadati Fard Deepak Kumar Shefalika Gautam B. Tulu Diane Strong MedIm 55 0 0 27 Feb 2025
Expertise Is What We Want Alan Ashworth Munir Al-Dajani Keegan Duchicela Kiril Kafadarov Allison Kurian ... Divneet Mandair Wendy McKennon Rebecca Miksad Jayodita Sanghvi T. Zack 60 0 0 27 Feb 2025
Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning Sheng Zhang Qianchu Liu Guanghui Qin Tristan Naumann Hoifung Poon ReLM OffRL LRM 79 2 0 27 Feb 2025
MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis Daniel Rose Chia-Chien Hung Marco Lepri Israa Alqassem Kiril Gashteovski Carolin (Haas) Lawrence LM&MA 68 1 0 26 Feb 2025
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support G. Wang Minyu Gao Shuai Yang Ya Zhang Lizhi He ... Yexuan Zhang Wanyue Li Lu Chen Jintao Fei Xin Li 62 1 0 25 Feb 2025
AutoMedPrompt: A New Framework for Optimizing LLM Medical Prompts Using Textual Gradients Sean Wu Michael Koo Fabien Scalzo Ira Kurtz LM&MA MedIm 38 1 0 21 Feb 2025
Survey and Improvement Strategies for Gene Prioritization with Large Language Models Matthew Neeley Guantong Qi Guanchu Wang Ruixiang Tang Dongxue Mao ... Bo Yuan Fan Xia Pengfei Liu Zhandong Liu Xia Hu LM&MA 102 0 0 30 Jan 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Ran Xu Hui Liu Sreyashi Nag Zhenwei Dai Yaochen Xie ... Chen Luo Yang Li Joyce C. Ho Carl Yang Qi He RALM 68 8 0 28 Jan 2025
Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models Huayu Li Xiwen Chen C. Zhang S. Quan William D.S. Killgore Shu-Fen Wung Chen X. Chen Geng Yuan Jin Lu Ao Li 36 0 0 28 Jan 2025
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents Junkai Li Yunghwei Lai Weitao Li Jingyi Ren Meng Zhang ... Siyu Wang Peng Li Y. Zhang Weizhi Ma Yang Janet Liu LLMAG LM&MA LM&Ro MedIm 61 89 0 20 Jan 2025
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements Xueyan Li Xinyan Chen Yazhe Niu Shuai Hu Yu Liu OffRL 53 3 0 17 Jan 2025
Agent-Centric Projection of Prompting Techniques and Implications for Synthetic Training Data for Large Language Models Dhruv Dhamani Mary Lou Maher LLMAG 52 0 0 14 Jan 2025
Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use Mohit Chandra Siddharth Sriraman Gaurav Verma Harneet Singh Khanuja Jose Suarez Campayo Zihang Li Michael L. Birnbaum M. D. Choudhury AI4MH 26 5 0 08 Jan 2025
An Empirical Evaluation of Large Language Models on Consumer Health Questions Moaiz Abrar Y. Sermet Ibrahim Demir AI4MH LM&MA ELM 30 2 0 03 Jan 2025
STAYKATE: Hybrid In-Context Example Selection Combining Representativeness Sampling and Retrieval-based Approach -- A Case Study on Science Domains Chencheng Zhu Kazutaka Shimada Tomoki Taniguchi Tomoko Ohkuma 33 0 0 31 Dec 2024
ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes Shengxin Hong Liang Xiao Xin Zhang Jian-Xing Chen LRM 35 2 0 31 Dec 2024
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 59 17 0 31 Dec 2024
Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network Ritik Mehta Olha Jurecková Mark Stamp 57 30 0 25 Dec 2024
A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Xingyu Xiao Peng Chen Ben Qi Jingang Liang Jiejuan Tong Haitao Wang 42 0 0 24 Dec 2024
KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis Kaiwen Zuo Yirui Jiang Fan Mo Pietro Lio 81 6 0 22 Dec 2024
Superhuman performance of a large language model on the reasoning tasks of a physician Peter G. Brodeur Thomas A. Buckley Zahir Kanjee Ethan Goh Evelyn Bin Ling ... Robert Gallo Eric Horvitz Jonathan H. Chen Arjun K. Manrai Adam Rodman LM&MA LRM AI4MH ELM 76 6 0 14 Dec 2024
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation Steven Song Anirudh Subramanyam Irene Madejski Robert L. Grossman MedIm VLM 98 0 0 25 Nov 2024
From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond Harsha Nori Naoto Usuyama Nicholas King S. McKinney Xavier Fernandes Sheng Zhang Eric Horvitz LRM LM&MA ELM VLM 55 8 0 06 Nov 2024
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering Laura Cabello Carmen Martin-Turrero Uchenna Akujuobi Anders Søgaard Carlos Bobed AI4MH 62 1 0 06 Nov 2024
Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease Knowledge Karthik Soman Andrew Langdon Catalina Villouta Chinmay Agrawal Lashaw Salta Braian Peetoom Gianmarco Bellucci Orion J Buske 28 0 0 04 Nov 2024
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges Z. Wang Hanyin Wang Benjamin P. Danek Ying Li Christina Mack Hoifung Poon Y. Wang Pranav Rajpurkar J. Sun LM&MA 30 1 0 28 Oct 2024
GPT-4o System Card OpenAI OpenAI : Aaron Hurst Adam Lerer Adam P. Goucher ... Yuchen He Yuchen Zhang Yujia Jin Yunxing Dai Yury Malkov MLLM 48 558 0 25 Oct 2024
Demystifying Large Language Models for Medicine: A Primer Qiao Jin Nicholas Wan Robert Leaman Shubo Tian Zhizheng Wang ... Chunhua Weng Ronald M. Summers Qingyu Chen Yifan Peng Zhiyong Lu LM&MA 32 3 0 24 Oct 2024
Automated Spinal MRI Labelling from Reports Using a Large Language Model Robin Y. Park Rhydian Windsor A. Jamaludin Andrew Zisserman 22 1 0 22 Oct 2024
Can General-Purpose Large Language Models Generalize to English-Thai Machine Translation ? Jirat Chiaranaipanich Naiyarat Hanmatheekuna Jitkapat Sawatphol Krittamate Tiankanon Jiramet Kinchagawat Amrest Chinkamol Parinthapat Pengpun Piyalitt Ittichaiwong Peerat Limkonchotiwat 13 0 0 22 Oct 2024
Denial-of-Service Poisoning Attacks against Large Language Models Kuofeng Gao Tianyu Pang Chao Du Yong Yang Shu-Tao Xia Min-Bin Lin SILM AAML 51 4 0 14 Oct 2024
MedMobile: A mobile-sized language model with expert-level clinical capabilities Krithik Vishwanath Jaden Stryker Anton Alaykin Daniel Alexander Alber Eric Karl Oermann LM&MA MedIm LRM 35 2 0 11 Oct 2024
MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging Noel Codella Ying Jin Shrey Jain Yu Gu Ho Hin Lee ... Jenq-Neng Hwang Thomas Lin I. Tarapov M. Lungren Mu-Hsin Wei LM&MA VLM MedIm 40 7 0 09 Oct 2024
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders Cheng-rong Li May Fung Qingyun Wang Chi Han Manling Li Jindong Wang Heng Ji AI4MH 57 0 0 09 Oct 2024