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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.
 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 | |||
 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 | |||
 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 | |||
 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 | |||
 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 | |||
 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 | |||
 StethoLM: Audio Language Model for Cardiopulmonary Analysis Across Clinical Tasks Yishan Wang Tsai-Ning Wang Mathias Funk Aaqib Saeed | |||
 When Metrics Disagree: Automatic Similarity vs. LLM-as-a-Judge for Clinical Dialogue Evaluation Bian Sun Zhenjian Wang Orvill de la Torre Zirui Wang | |||
 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 | |||
 CXReasonAgent: Evidence-Grounded Diagnostic Reasoning Agent for Chest X-rays Hyungyung Lee Hangyul Yoon Edward Choi | |||
 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 | |||
 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 | |||
 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 | |||
 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 | |||
 A Multi-Agent Framework for Medical AI: Leveraging Fine-Tuned GPT, LLaMA, and DeepSeek R1 for Evidence-Based and Bias-Aware Clinical Query Processing Naeimeh Nourmohammadi Md Meem Hossain Anh Han Safina Showkat Ara Zia Ush Shamszaman | |||
 Chain-of-Thought Reasoning with Large Language Models for Clinical Alzheimer's Disease Assessment and Diagnosis Tongze Zhang Jun-En Ding Melik Ozolcer Fang-Ming Hung Albert Chih-Chieh Yang Feng Liu Yi-Rou Ji Sang Won Bae | |||
 MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs Baorong Shi Bo Cui Boyuan Jiang Deli Yu Fang Qian ...Xiaojun Xiao Xiaozhong Ji Xu Wang Yijun He Zhixiong Yang | |||
 MentalBench: A Benchmark for Evaluating Psychiatric Diagnostic Capability of Large Language Models Hoyun Song Migyeong Kang Jisu Shin Jihyun Kim Chanbi Park Hangyeol Yoo Jihyun An Alice Oh Jinyoung Han KyungTae Lim | |||
 Benchmark Health Index: A Systematic Framework for Benchmarking the Benchmarks of LLMs Longyuan Zhu Hairan Hua Linlin Miao Bing Zhao | |||
 ADRD-Bench: A Preliminary LLM Benchmark for Alzheimer's Disease and Related Dementias Guangxin Zhao Jiahao Zheng Malaz Boustani Jarek Nabrzyski Meng Jiang Yiyu Shi Zhi Zheng | |||
 ClinAlign: Scaling Healthcare Alignment from Clinician Preference Shiwei Lyu Xidong Wang Lei Liu Hao Zhu Chaohe Zhang Jian Wang Jinjie Gu Benyou Wang Yue Shen | |||
 LiveMedBench: A Contamination-Free Medical Benchmark for LLMs with Automated Rubric Evaluation Zhiling Yan Dingjie Song Zhe Fang Yisheng Ji Xiang Li Quanzheng Li Lichao Sun | |||
 LingxiDiagBench: A Multi-Agent Framework for Benchmarking LLMs in Chinese Psychiatric Consultation and Diagnosis Shihao Xu Tiancheng Zhou Jiatong Ma Yanli Ding Yiming Yan ...Guoyi Li Haiyang Geng Yunyun Han Jianhua Chen Yafeng Deng | |||
 PulseLM: A Foundation Dataset and Benchmark for PPG-Text Learning Hung Manh Pham Jinyang Wu Xiao Ma Yiming Zhang Yixin Xu Aaqib Saeed Bin Zhu Zhou Pan Dong Ma | |||
 Small Agent Group is the Future of Digital Health Yuqiao Meng Luoxi Tang Dazheng Zhang Rafael Brens Elvys J. Romero Nancy Guo Safa Elkefi Zhaohan Xi | |||
 Evaluating an evidence-guided reinforcement learning framework in aligning light-parameter large language models with decision-making cognition in psychiatric clinical reasoning Xinxin Lin Guangxin Dai Yi Zhong Xiang Li Xue Xiao ...Sijing Chen Yun Kwok Wing Lin Lu Xin Ma Lizhou Fan | |||
 MPIB: A Benchmark for Medical Prompt Injection Attacks and Clinical Safety in LLMs Junhyeok Lee Han Jang Kyu Sung Choi | |||
 Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks Chaimae Abouzahir Congbo Ma Nizar Habash Farah E. Shamout | |||
 EPPCMinerBen: A Novel Benchmark for Evaluating Large Language Models on Electronic Patient-Provider Communication via the Patient Portal Samah Fodeh Yan Wang Linhai Ma Srivani Talakokkul Jordan M. Alpert Sarah Schellhorn | |||
 RA-QA: A Benchmarking System for Respiratory Audio Question Answering Under Real-World Heterogeneity Gaia A. Bertolino Yuwei Zhang Tong Xia Domenico Talia Cecilia Mascolo | |||
 A generalizable large-scale foundation model for musculoskeletal radiographs Shinn Kim Soobin Lee Kyoungseob Shin Han-Soo Kim Yongsung Kim ...Somang Ko Daeheon Kwon Wook Huh Ilkyu Han Sunghoon Kwon | |||
 Zero-shot large vision-language model prompting for automated bone identification in paleoradiology x-ray archives Owen Dong Lily Gao Manish Kota Bennett A. Landmana Jelena Bekvalac Gaynor Western Katherine D. Van Schaik | |||
 LingLanMiDian: Systematic Evaluation of LLMs on TCM Knowledge and Clinical Reasoning Rui Hua Yu Wei Zixin Shu Kai Chang Dengying Yan ...Jian Yu Jiansheng Li Baoyan Liu Wenjia Wang Xuezhong Zhou | |||
 Large Language Models for Mental Health: A Multilingual Evaluation Nishat Raihan Sadiya Sayara Chowdhury Puspo Ana-Maria Bucur Stevie Chancellor Marcos Zampieri | |||
 MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and Benchmark Mouath Abu-Daoud Leen Kharouf Omar El Hajj Dana El Samad Mariam Al-Omari Jihad Mallat Khaled Saleh Nizar Habash Farah E. Shamout | |||
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