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Focuses on the application of language models in medical settings, including patient interaction, medical literature processing, and support in diagnostic systems.
 Tabular LLMs for Interpretable Few-Shot Alzheimer's Disease Prediction with Multimodal Biomedical Data Sophie Kearney Shu Yang Zixuan Wen Weimin Lyu Bojian Hou ...Tianlong Chen Jason H. Moore Marylyn D. Ritchie Chao Chen Li Shen | |||
 An Interpretable Machine Learning Framework for Non-Small Cell Lung Cancer Drug Response Analysis Ann Rachel Pranav M Pawar Mithun Mukharjee Raja M Tojo Mathew | |||
 A Comprehensive Benchmark of Histopathology Foundation Models for Kidney Digital Pathology Images Harishwar Reddy Kasireddy Patricio S. La Rosa Akshita Gupta Anindya S. Paul Jamie L. Fermin ...Kuang Yu Jen Avi Z. Rosenberg Michael T. Eadon Jeffrey B. Hodgin Pinaki Sarder | |||
 OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence Peigen Liu Rui Ding Yuren Mao Ziyan Jiang Yuxiang Ye Yunjun Gao Ying Zhang Renjie Sun Longbin Lai Zhengping Qian | |||
 Clinician input steers frontier AI models toward both accurate and harmful decisions Ivan Lopez Selin S. Everett Bryan J. Bunning April S. Liang Dong Han Yao ...Stephen P. Ma Emily Alsentzer Jonathan H. Chen Akshay S. Chaudhari Eric Horvitz | |||
 MedArena: Comparing LLMs for Medicine-in-the-Wild Clinician Preferences Eric Wu Kevin Wu Jason Hom Paul H. Yi Angela Zhang ...Braydon Dymm Narender Annapureddy Eric Topol David Ouyang James Zou | |||
 Generalized Recognition of Basic Surgical Actions Enables Skill Assessment and Vision-Language-Model-based Surgical Planning Mengya Xu Daiyun Shen Jie Zhang Hon Chi Yip Yujia Gao ...Kee Yuan Ngiam Russell H. Taylor Daguang Xu Yueming Jin Qi Dou | |||
 Unleashing Video Language Models for Fine-grained HRCT Report Generation Yingying Fang Huichi Zhou KinHei Lee Yijia Wang Zhenxuan Zhang Jiahao Huang Guang Yang | |||
 Stop Listening to Me! How Multi-turn Conversations Can Degrade Diagnostic Reasoning Kevin H. Guo Chao Yan Avinash Baidya Katherine Brown Xiang Gao Juming Xiong Zhijun Yin Bradley A. Malin | |||
 Large Language Models for Biomedical Article Classification Jakub Proboszcz Paweł Cichosz | |||
 Human-AI Co-reasoning for Clinical Diagnosis with Evidence-Integrated Language Agent Zhongzhen Huang Yan Ling Hong Chen Ye Feng Li Wu Linjie Mu Shaoting Zhang Xiaofan Zhang Kun Qian Xiaomu Li | |||
 PET-F2I: A Comprehensive Benchmark and Parameter-Efficient Fine-Tuning of LLMs for PET/CT Report Impression Generation Yuchen Liu Wenbo Zhang Liling Peng Yichi Zhang Yu Fu Xin Guo Chao Qu Yuan Qi Le Xue | |||
 ThReadMed-QA: A Multi-Turn Medical Dialogue Benchmark from Real Patient Questions Monica Munnangi Saiph Savage | |||
 A prospective clinical feasibility study of a conversational diagnostic AI in an ambulatory primary care clinic Peter Brodeur Jacob M. Koshy Anil Palepu Khaled Saab Ava Homiar ...Marc L. Cohen Vivek Natarajan Mike Schaekermann Alan Karthikesalingam Adam Rodman | |||
 Patient-Level Multimodal Question Answering from Multi-Site Auscultation Recordings Fan Wu Tsai-Ning Wang Nicolas Zumarraga Ning Wang Markus Kreft ...Elgar Fleisch Oliver Aalami Paul Schmiedmayer Robert Jakob Patrick Langer | |||
 MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality Degradations Jiyao Liu Junzhi Ning Chenglong Ma Wanying Qu Jianghan Shen ...Xinzhe Luo Xiaohong Liu Lihao Liu Junjun He Ningsheng Xu | |||
 OpenExtract: Automated Data Extraction for Systematic Reviews in Health Jim Achterberg Bram Van Dijk Jing Meng Saif Ul Islam Gregory Epiphaniou ...Xuefei Ding Theodoros N. Arvanitis Simon Brouwer Marcel Haas Marco Spruit | |||
 OralGPT-Plus: Learning to Use Visual Tools via Reinforcement Learning for Panoramic X-ray Analysis Yuxuan Fan Jing Hao Hong Chen Jiahao Bao Yihua Shao Yuci Liang Kuo Feng Hung Hao Tang | |||
 MedInjection-FR: Exploring the Role of Native, Synthetic, and Translated Data in Biomedical Instruction Tuning Ikram Belmadani Oumaima El Khettari Pacôme Constant dit Beaufils Benoit Favre Richard Dufour | |||
 ViroGym: Realistic Large-Scale Benchmarks for Evaluating Viral Proteins Yichen Zhou Jonathan Golob Amir Karimi Stefan Bauer Patrick Schwab | |||
 Evaluating GPT-5 as a Multimodal Clinical Reasoner: A Landscape Commentary Alexandru Florea Shansong Wang Mingzhe Hu Qiang Li Zach Eidex Luke del Balzo Mojtaba Safari Xiaofeng Yang | |||
 AbAffinity: A Large Language Model for Predicting Antibody Binding Affinity against SARS-CoV-2 Faisal Bin Ashraf Animesh Ray Stefano Lonardi | |||
 Intelligent Pathological Diagnosis of Gestational Trophoblastic Diseases via Visual-Language Deep Learning Model Yuhang Liu Yueyang Cang Wenge Que Xinru Bai Xingtong Wang ...Pingge Hu Qiaoting Xie Peiyu Xu Xianxu Zeng Li Shi | |||
 BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Xiaojing Guo Jiatai Lin Yumian Jia Jingqi Huang Zeyan Xu ...Jiaojiao Zhou Ning Mao Fangfang Liu Chu Han Zaiyi Liu | |||
 Designing UNICORN: a Unified Benchmark for Imaging in Computational Pathology, Radiology, and Natural Language Michelle Stegeman Lena Philipp Fennie van der Graaf Marina DÁmato Clément Grisi ...Maarten de Rooij Henkjan Huisman Colin Jacobs Francesco Ciompi Alessa Hering | |||
 PanCanBench: A Comprehensive Benchmark for Evaluating Large Language Models in Pancreatic Oncology Yimin Zhao Sheela R. Damle Simone E. Dekker Scott Geng Karly Williams Silva ...Stephen Salerno Carrie Wright Zihao Wang Pang Wei Koh Jeffrey T. Leek | |||
 OpenRad: a Curated Repository of Open-access AI models for Radiology Konstantinos Vrettos Galini Papadaki Emmanouil Brilakis Matthaios Triantafyllou Dimitrios Leventis Despina Staraki Maria Mavroforou Eleftherios Tzanis Konstantina Giouroukou Michail E. Klontzas | |||
 ClinConsensus: A Consensus-Based Benchmark for Evaluating Chinese Medical LLMs across Difficulty Levels Xiang Zheng Han Li Wenjie Luo Weiqi Zhai Yiyuan Li ...Yubo Ma Kexin Yang Dayiheng Liu Hu Wei Bing Zhao | |||
 MedGPT-oss: Training a General-Purpose Vision-Language Model for Biomedicine Kai Zhang Zhengqing Yuan Cheng Peng Songlin Zhao Mengxian Lyu ...Ying Zhang Kaleb E Smith Lifang He Lichao Sun Yonghui Wu | |||
 Act Like a Pathologist: Tissue-Aware Whole Slide Image Reasoning Wentao Huang Weimin Lyu Peiliang Lou Qingqiao Hu Xiaoling Hu ...Wenchao Han Ruifeng Guo Jiawei Zhou Chao Chen Chen Wang | |||
 When Metrics Disagree: Automatic Similarity vs. LLM-as-a-Judge for Clinical Dialogue Evaluation Bian Sun Zhenjian Wang Orvill de la Torre Zirui Wang | |||
 StethoLM: Audio Language Model for Cardiopulmonary Analysis Across Clinical Tasks Yishan Wang Tsai-Ning Wang Mathias Funk Aaqib Saeed | |||
 CXReasonAgent: Evidence-Grounded Diagnostic Reasoning Agent for Chest X-rays Hyungyung Lee Hangyul Yoon Edward Choi | |||
 FHIRPath-QA: Executable Question Answering over FHIR Electronic Health Records Michael Frew Nishit Bheda Bryan Tripp | |||
 MediX-R1: Open Ended Medical Reinforcement Learning Sahal Shaji Mullappilly Mohammed Irfan Kurpath Omair Mohamed Mohamed Zidan Fahad Khan Salman Khan Rao Anwer Hisham Cholakkal | |||
 Importance of Prompt Optimisation for Error Detection in Medical Notes Using Language Models Craig Myles Patrick Schrempf David Harris-Birtill | |||
 Integrating Machine Learning Ensembles and Large Language Models for Heart Disease Prediction Using Voting Fusion Md. Tahsin Amin Tanim Ahmmod Zannatul Ferdus Talukder Naemul Hasan Naem Ehsanul Ferdous Arpita Bhattacharjee Ishmam Ahmed Solaiman Nahiyan Bin Noor | |||
 Small Language Models for Privacy-Preserving Clinical Information Extraction in Low-Resource Languages Mohammadreza Ghaffarzadeh-Esfahani Nahid Yousefian Ebrahim Heidari-Farsani Ali Akbar Omidvarian Sepehr Ghahraei Atena Farangi AmirBahador Boroumand | |||
 LUMEN: Longitudinal Multi-Modal Radiology Model for Prognosis and Diagnosis Zhifan Jiang Dong Yang Vishwesh Nath Abhijeet Parida Nishad P. Kulkarni Ziyue Xu Daguang Xu Syed Muhammad Anwar Holger R. Roth Marius George Linguraru | |||
 Personalized Prediction of Perceived Message Effectiveness Using Large Language Model Based Digital Twins Jasmin Han Janardan Devkota Joseph Waring Amanda Luken Felix Naughton ...Jonathan Bricker Carl Latkin Meghan Moran Yiqun Chen Johannes Thrul | |||
 An artificial intelligence framework for end-to-end rare disease phenotyping from clinical notes using large language models Cathy Shyr Yan Hu Rory J. Tinker Thomas A. Cassini Kevin W. Byram ...Daniel V. Fabbri Adam Wright Josh F. Peterson Lisa Bastarache Hua Xu | |||
 MedClarify: An information-seeking AI agent for medical diagnosis with case-specific follow-up questions Hui Min Wong Philip Heesen Pascal Janetzky Martin Bendszus Stefan Feuerriegel | |||
 Small LLMs for Medical NLP: a Systematic Analysis of Few-Shot, Constraint Decoding, Fine-Tuning and Continual Pre-Training in Italian Pietro Ferrazzi Mattia Franzin Alberto Lavelli Bernardo Magnini | |||
 BTReport: A Framework for Brain Tumor Radiology Report Generation with Clinically Relevant Features Juampablo E. Heras Rivera Dickson T. Chen Tianyi Ren Daniel K. Low Asma Ben Abacha Alberto Santamaria-Pang Mehmet Kurt | |||
 Assessing Large Language Models for Medical QA: Zero-Shot and LLM-as-a-Judge Evaluation Shefayat E Shams Adib Ahmed Alfey Sani Ekramul Alam Esham Ajwad Abrar Tareque Mohmud Chowdhury | |||
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