Title
A global log for medical AI Ayush Noori Adam Rodman Alan Karthikesalingam Bilal A. Mateen Christopher A. Longhurst ... Noa Dagan David Clifton Ran D. Balicer I. Kohane Marinka Zitnik 144 0 0 05 Oct 2025
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Enhancing Clinical Multiple-Choice Questions Benchmarks with Knowledge Graph Guided Distractor Generation Running Yang Wenlong Deng Minghui Chen Yuyin Zhou Xiaoxiao Li 229 1 0 31 May 2025
Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL Che Liu Haozhe Wang J. Pan Zhongwei Wan Yong Dai Fangzhen Lin Wenjia Bai Daniel Rueckert Rossella Arcucci OffRL LRM ELM 267 16 0 23 May 2025
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MoL for LLMs: Dual-Loss Optimization to Enhance Domain Expertise While Preserving General Capabilities Jingxue Chen Qingkun Tang Qianchun Lu Siyuan Fang 252 2 0 17 May 2025
Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization Wataru Kawakami Keita Suzuki Junichiro Iwasawa LRM 264 3 0 25 Apr 2025
QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model Zongxian Yang Jiayu Qian Longxiang Zhang Kay Chen Tan LM&MA LRM 355 1 0 13 Apr 2025
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning Jian Zhao Runze Liu Kaiyan Zhang Zhimu Zhou Junqi Gao ... Jiafei Lyu Zhouyi Qian Biqing Qi Xiu Li Bowen Zhou OffRL LRM 350 21 0 01 Apr 2025
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Juncheng Wu Wenlong Deng Xiaochen Li Sheng Liu Taomian Mi ... Yihan Cao Hui Ren Xuzhao Li Xiaoxiao Li Yuyin Zhou AI4MH LRM 370 47 0 01 Apr 2025
RetSTA: An LLM-Based Approach for Standardizing Clinical Fundus Image ReportsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Jiushen Cai Weihang Zhang Hanruo Liu Ningli Wang Huiqi Li 302 0 0 12 Mar 2025
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MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare CopilotThe Web Conference (WWW), 2025 Xuejiao Zhao Siyan Liu Su-Yin Yang Chunyan Miao 590 78 0 06 Feb 2025
Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network Ritik Mehta Olha Jurecková Mark Stamp 281 151 0 25 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 ... Daniel Restrepo Eric Horvitz Jonathan Chen Arjun K. Manrai Adam Rodman LM&MA LRM AI4MH ELM 416 42 0 14 Dec 2024
DiffKV: Differentiated Memory Management for Large Language Models with Parallel KV CompactionSymposium on Operating Systems Principles (SOSP), 2024 Yanqi Zhang Yuwei Hu Runyuan Zhao John C. S. Lui Haibo Chen MQ 636 9 0 04 Dec 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoningInternational Conference on Learning Representations (ICLR), 2024 Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 564 223 0 18 Sep 2024
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation Junde Wu Jiayuan Zhu Yunli Qi 209 102 0 08 Aug 2024
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments Samuel Schmidgall Rojin Ziaei Carl Harris Eduardo Reis Jeffrey Jopling Michael Moor 1.0K 117 0 13 May 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 396 82 0 28 Feb 2024