Title
Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization Wataru Kawakami Keita Suzuki Junichiro Iwasawa LRM 73 0 0 25 Apr 2025
QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model Zongxian Yang Jiayu Qian Z. Huang Kay Chen Tan LM&MA LRM 31 0 0 13 Apr 2025
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Juncheng Wu Wenlong Deng X. Li Sheng Liu Taomian Mi ... Yihan Cao Hui Ren Xuzhao Li Xiaoxiao Li Yuyin Zhou AI4MH LRM 61 3 0 01 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 37 3 0 01 Apr 2025
RetSTA: An LLM-Based Approach for Standardizing Clinical Fundus Image Reports Jiushen Cai Weihang Zhang Hanruo Liu Ningli Wang Huiqi Li 65 0 0 12 Mar 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
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 113 1 0 25 Feb 2025
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot Xuejiao Zhao Siyan Liu Su-Yin Yang C. Miao 126 4 0 06 Feb 2025
Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network Ritik Mehta Olha Jurecková Mark Stamp 59 34 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 H. Chen Arjun K. Manrai Adam Rodman LM&MA LRM AI4MH ELM 81 6 0 14 Dec 2024
Unifying KV Cache Compression for Large Language Models with LeanKV Yanqi Zhang Yuwei Hu Runyuan Zhao John C. S. Lui Haibo Chen MQ 136 5 0 04 Dec 2024
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation Junde Wu Jiayuan Zhu Yunli Qi 34 24 0 08 Aug 2024