Title
Experimental Study on Time Series Analysis of Lower Limb Rehabilitation Exercise Data Driven by Novel Model Architecture and Large Models Hengyu Lin AI4CE 103 0 0 04 Apr 2025
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction Jay Lee Hanqi Su Dai-Yan Ji Takanobu Minami AI4CE 148 0 0 03 Apr 2025
A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models Gaurav Verma Jiawei Zhou Mohit Chandra Srijan Kumar M. D. Choudhury 99 1 0 03 Apr 2025
Medical large language models are easily distracted Krithik Vishwanath Anton Alyakin Daniel Alber Jin Vivian Lee Douglas Kondziolka E. Oermann 138 2 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 137 10 0 01 Apr 2025
Evaluation of the phi-3-mini SLM for identification of texts related to medicine, health, and sports injuries Chris Brogly Saif Rjaibi Charlotte Liang Erica Lam Edward Wang Adam Levitan Sarah Paleczny Michael Cusimano 34 1 0 31 Mar 2025
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation Yifan Feng Hao Hu Xingliang Hou Shiquan Liu Shihui Ying S. Du Han Hu Yue Gao 85 0 0 30 Mar 2025
A Scalable Framework for Evaluating Health Language Models Neil Mallinar A. Heydari Xin Liu Anthony Z. Faranesh Brent Winslow ... Mark Malhotra Shwetak N. Patel Javier L. Prieto Daniel J. McDuff Ahmed A. Metwally LM&MA 89 2 0 30 Mar 2025
Can LLMs Support Medical Knowledge Imputation? An Evaluation-Based Perspective Xinyu Yao Aditya Sannabhadti Holly Wiberg Karmel S. Shehadeh R. Padman 90 0 0 29 Mar 2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions Mohammad Almansoori Kemal Kurniawan Hisham Cholakkal 394 2 0 28 Mar 2025
Leveraging LLMs for Predicting Unknown Diagnoses from Clinical Notes Dina Albassam Adam Cross Chengxiang Zhai 61 0 0 28 Mar 2025
Medical Reasoning in LLMs: An In-Depth Analysis of DeepSeek R1 Birger Moëll Fredrik Sand Aronsson Sanian Akbar ELM LRM 60 1 0 27 Mar 2025
Low-resource Information Extraction with the European Clinical Case Corpus Soumitra Ghosh Begona Altuna Saeed Farzi Pietro Ferrazzi A. Lavelli Giulia Mezzanotte Manuela Speranza Bernardo Magnini 83 1 0 26 Mar 2025
Fundamental Limits of Perfect Concept Erasure Somnath Basu Roy Chowdhury Avinava Dubey Ahmad Beirami Rahul Kidambi Nicholas Monath Amr Ahmed Snigdha Chaturvedi 105 1 0 25 Mar 2025
Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models Mats Faulborn Indira Sen Max Pellert Andreas Spitz David Garcia ELM 75 0 0 20 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 539 5 0 16 Mar 2025
RESPONSE: Benchmarking the Ability of Language Models to Undertake Commonsense Reasoning in Crisis Situation Aissatou Diallo Antonis Bikakis Luke Dickens Anthony Hunter Rob Miller ReLM LRM 151 1 0 14 Mar 2025
From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM Kshitij Ambilduke Ben Peters Sonal Sannigrahi Anil Keshwani Tsz Kin Lam Bruno Martins Marcely Zanon Boito André F. T. Martins 110 2 0 13 Mar 2025
It is Too Many Options: Pitfalls of Multiple-Choice Questions in Generative AI and Medical Education Shrutika Singh Anton Alyakin Daniel Alber Jaden Stryker Ai Phuong S Tong ... Mathew de la Paz Miguel Hernandez-Rovira Ki Yun Park Eric Leuthardt E. Oermann AI4MH AI4Ed ELM 97 2 0 13 Mar 2025
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models Chuan Qin Xiusi Chen Chengrui Wang Pengmin Wu Xi Chen ... Han Wu Chong Li Yuanchun Zhou H. Xiong Hengshu Zhu ELM 91 2 0 12 Mar 2025
Medical Large Language Model Benchmarks Should Prioritize Construct Validity Ahmed M. Alaa Thomas Hartvigsen Niloufar Golchini Shiladitya Dutta Frances Dean Inioluwa Deborah Raji Travis Zack AI4MH ELM LM&MA 84 6 0 12 Mar 2025
Large Language Models for Outpatient Referral: Problem Definition, Benchmarking and Challenges Xiaoxiao Liu Qingying Xiao Junying Chen Xiangyi Feng Xiangbo Wu ... Xiang Wan Jian Chang Guangjun Yu Yan Hu Benyou Wang LM&MA LRM 500 0 0 11 Mar 2025
Towards Scalable and Cross-Lingual Specialist Language Models for Oncology Morteza Rohanian Tarun Mehra Nicola Miglino Farhad Nooralahzadeh Michael Krauthammer Andreas Wicki LM&MA 49 0 0 11 Mar 2025
Large Language Model as Meta-Surrogate for Data-Driven Many-Task Optimization: A Proof-of-Principle Study Wei Wei Yue-Jiao Gong Jun Zhang 99 0 0 11 Mar 2025
Multimodal Human-AI Synergy for Medical Imaging Quality Control: A Hybrid Intelligence Framework with Adaptive Dataset Curation and Closed-Loop Evaluation Zhi Qin Qianhui Gui Mouxiao Bian Rui Wang Hong Ge ... Shenghong Ju Lihao Liu Junjun He Jinfeng Xu Yuan-Cheng Wang LM&MA 89 0 0 10 Mar 2025
LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition? Bangyan Li Wenxuan Huang Yunhang Shen Yansen Wang Shaohui Lin ... Ling You Yinqi Zhang Ke Li Xing Sun Yan Sun 87 2 0 10 Mar 2025
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Xiangru Tang Daniel Shao Jiwoong Sohn Jiapeng Chen Jiayi Zhang ... Yilun Zhao Chenglin Wu Wenqi Shi Arman Cohan Mark B. Gerstein AI4MH LRM ELM LM&MA 128 10 0 10 Mar 2025
ExKG-LLM: Leveraging Large Language Models for Automated Expansion of Cognitive Neuroscience Knowledge Graphs Ali Sarabadani Kheirolah Rahsepar Fard Hamid Dalvand 95 0 0 09 Mar 2025
CUPCase: Clinically Uncommon Patient Cases and Diagnoses Dataset Oriel Perets Ofir Ben Shoham Nir Grinberg Nadav Rappoport ELM 64 0 0 08 Mar 2025
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models Yao Ge Yuting Guo Sudeshna Das Swati Rajwal Selen Bozkurt A. Sarker MedIm LM&MA 101 0 0 06 Mar 2025
BPQA Dataset: Evaluating How Well Language Models Leverage Blood Pressures to Answer Biomedical Questions Chi Hang Ruiqi Deng L. Jiang Zihao Yang Anton Alyakin Daniel Alber E. Oermann AI4MH LM&MA 89 0 0 06 Mar 2025
KidneyTalk-open: No-code Deployment of a Private Large Language Model with Medical Documentation-Enhanced Knowledge Database for Kidney Disease Yongchao Long Chao Yang Gongzheng Tang Jinwei Wang Zhun Sui Yuxi Zhou Shenda Hong Luxia Zhang RALM 188 0 0 06 Mar 2025
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records Hejie Cui Alyssa Unell Bowen Chen Jason Alan Fries Emily Alsentzer Sanmi Koyejo N. Shah 135 3 0 06 Mar 2025
Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization Jiajun Yu Y. Zheng Huan Yee Koh Xiaojun Jia Tianyue Wang Haishuai Wang 117 2 0 05 Mar 2025
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks Zihao Zhao Chenxiao Fan Chongming Gao Fuli Feng Xiangnan He LM&MA AI4MH 106 1 0 05 Mar 2025
EchoQA: A Large Collection of Instruction Tuning Data for Echocardiogram Reports L. Moukheiber Mira Moukheiber Dana Moukheiiber Jae-Woo Ju Hyung-Chul Lee LM&MA 134 0 0 04 Mar 2025
Reducing Large Language Model Safety Risks in Women's Health using Semantic Entropy Jahan C. Penny-Dimri Magdalena Bachmann William Cooke Sam Mathewlynn Samuel Dockree John Tolladay Jannik Kossen Lin Li Y. Gal Gabriel Davis Jones 55 0 0 01 Mar 2025
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention Tianyi Wang Jianan Fan Dingxin Zhang Dongnan Liu Yong-quan Xia Heng Huang Weidong Cai 155 1 0 01 Mar 2025
An evaluation of DeepSeek Models in Biomedical Natural Language Processing Zaifu Zhan Shuang Zhou Huixue Zhou Jiawen Deng Yu Hou Jeremy Yeung Rui Zhang ELM 85 1 0 01 Mar 2025
FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework S M Sarwar AI4MH 75 1 0 27 Feb 2025
SoS1: O1 and R1-Like Reasoning LLMs are Sum-of-Square Solvers Kechen Li Wenqi Zhu Coralia Cartis Tianbo Ji Shiwei Liu ReLM LRM 81 2 0 27 Feb 2025
Explainable, Multi-modal Wound Infection Classification from Images Augmented with Generated Captions Palawat Busaranuvong Emmanuel O. Agu Reza Saadati Fard Deepak Kumar Shefalika Gautam B. Tulu Diane Strong MedIm 141 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 405 2 0 25 Feb 2025
MHQA: A Diverse, Knowledge Intensive Mental Health Question Answering Challenge for Language Models Suraj Racha Prashant Joshi Anshika Raman Nikita Jangid Mridul Sharma Ganesh Ramakrishnan Nirmal Punjabi AI4MH 138 1 0 24 Feb 2025
Optimizing Retrieval-Augmented Generation of Medical Content for Spaced Repetition Learning Jeremi Kaczmarek Jakub Pokrywka Krzysztof Biedalak Grzegorz Kurzyp Łukasz Grzybowski 61 0 0 23 Feb 2025
BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning Haiteng Zhao Chang Ma FangZhi Xu Lingpeng Kong Zhi-Hong Deng LRM 135 3 0 23 Feb 2025
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework Reza Averly Xia Ning 181 2 0 21 Feb 2025
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning Juraj Vladika Ivana Hacajová Florian Matthes LRM 124 1 0 21 Feb 2025
Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare Hiba Ahsan Arnab Sen Sharma Silvio Amir David Bau Byron C. Wallace 134 0 0 20 Feb 2025
LLM Agents Making Agent Tools Georg Wolflein Dyke Ferber Daniel Truhn Ognjen Arandjelovic Jakob Nikolas Kather LLMAG 112 6 0 17 Feb 2025