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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.
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 Language-Enhanced Generative Modeling for PET Synthesis from MRI and Blood Biomarkers Zhengjie Zhang Xiaoxie Mao Qihao Guo Shaoting Zhang Qi Huang Mu Zhou Fang Xie Mianxin Liu | |||
 AyurParam: A State-of-the-Art Bilingual Language Model for Ayurveda Mohd Nauman Sravan Gvm Vijay Devane Shyam Pawar Viraj Thakur Kundeshwar Pundalik Piyush Sawarkar Rohit Saluja Maunendra Desarkar Ganesh Ramakrishnan | |||
 PLUTO-4: Frontier Pathology Foundation Models Harshith Padigela Shima Nofallah Atchuth Naveen Chilaparasetti Ryun Han Andrew Walker ...Elliot Miller Ben Glass Andy Beck Harsha Pokkalla Syed Ashar Javed | |||
 Fleming-VL: Towards Universal Medical Visual Reasoning with Multimodal LLMs Yan Shu Chi Liu Robin Chen Derek Li Bryan Dai | |||
 Med-Banana-50K: A Cross-modality Large-Scale Dataset for Text-guided Medical Image Editing Zhihui Chen Mengling Feng | |||
 Building a Silver-Standard Dataset from NICE Guidelines for Clinical LLMs Qing Ding Eric Hua Qing Zhang Felix Jozsa Julia Ive | |||
 Fine-Tuning DialoGPT on Common Diseases in Rural Nepal for Medical Conversations Birat Poudel Satyam Ghimire Er. Prakash Chandra Prasad | |||
 Validating Deep Models for Alzheimer's 18F-FDG PET Diagnosis Across Populations: A Study with Latin American Data Hugo Massaroli Hernan Chaves Pilar Anania Mauricio Farez Emmanuel Iarussi Viviana Siless | |||
 MedCalc-Eval and MedCalc-Env: Advancing Medical Calculation Capabilities of Large Language Models Kangkun Mao Jinru Ding Jiayuan Chen Mouxiao Bian Ruiyao Chen Xinwei Peng Sijie Ren Linyang Li Jie Xu | |||
 Patient-Centered Summarization Framework for AI Clinical Summarization: A Mixed-Methods Design Maria Lizarazo Jimenez Ana Gabriela Claros Kieran Green David Toro-Tobon Felipe Larios ...Misk Al Zahidy Saturnino Luz Mirella Lapata Juan P. Brito Oscar J. Ponce-Ponte | |||
 Multilingual BERT language model for medical tasks: Evaluation on domain-specific adaptation and cross-linguality Yinghao Luo Lang Zhou Amrish Jhingoer Klaske Vliegenthart Jongbloed Carlijn Jordans Ben Werkhoven Tom Seinen Erik van Mulligen Casper Rokx Yunlei Li | |||
 A Multi-agent Large Language Model Framework to Automatically Assess Performance of a Clinical AI Triage Tool Adam E. Flanders Yifan Peng Luciano Prevedello Robyn Ball Errol Colak Prahlad Menon George Shih Hui-Ming Lin Paras Lakhani | |||
 MedVLSynther: Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs Xiaoke Huang Ningsen Wang Hui Liu Xianfeng Tang Yuyin Zhou | |||
 Cardi-GPT: An Expert ECG-Record Processing ChatbotSoutheastCon (SoutheastCon), 2025 | |||
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