Title
Conversational no-code and multi-agentic disease module identification and drug repurposing prediction with ChatDRex Simon Süwer Kester Bagemihl Sylvie Baier Lucia Dicunta M. List Jan Baumbach Andreas Maier Fernando M. Delgado-Chaves 76 0 0 26 Nov 2025
Patient-level Information Extraction by Consistent Integration of Textual and Tabular Evidence with Bayesian Networks Paloma Rabaey Adrick Tench Stefan Heytens Thomas Demeester 60 0 0 21 Nov 2025
Build AI Assistants using Large Language Models and Agents to Enhance the Engineering Education of Biomechanics Hanzhi Yan Qin Lu Xianqiao Wang Xiaoming Zhai Tianming Liu He Li LLMAG 161 0 0 19 Nov 2025
Evaluating Large Language Models for Anxiety, Depression, and Stress Detection: Insights into Prompting Strategies and Synthetic Data Mihael Arcan David-Paul Niland AI4MH 502 0 0 10 Nov 2025
Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights Hyunjae Kim Jiwoong Sohn Aidan Gilson Nicholas Cochran-Caggiano Serina S Applebaum ... James Zou Andrew Taylor Arman Cohan Hua Xu Qingyu Chen RALM LM&MA 315 1 0 10 Nov 2025
MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts Shujun Xia Haokun Lin Yichen Wu Yinan Zhou Zixuan Li ... Yefeng Zheng Xiang Li Caifeng Shan Zhenan Sun Quanzheng Li KELM 403 0 0 15 Oct 2025
Cancer Diagnosis Categorization in Electronic Health Records Using Large Language Models and BioBERT: Model Performance Evaluation StudyJMIR Cancer (JMIR Cancer), 2025 Soheil Hashtarkhani Rezaur Rashid Christopher L Brett Lokesh Chinthala F. Kumsa Janet A Zink R. Davis David L. Schwartz A. Shaban-Nejad 50 2 0 08 Oct 2025
ModernBERT + ColBERT: Enhancing biomedical RAG through an advanced re-ranking retriever Eduardo Martínez Rivera Filippo Menolascina RALM 120 0 0 06 Oct 2025
LoRAFusion: Efficient LoRA Fine-Tuning for LLMs Zhanda Zhu Qidong Su Yaoyao Ding Kevin Song Shang Wang Gennady Pekhimenko MoMe 168 0 0 30 Sep 2025
LMOD+: A Comprehensive Multimodal Dataset and Benchmark for Developing and Evaluating Multimodal Large Language Models in Ophthalmology Zhenyue Qin Yang Liu Yu Yin Jinyu Ding H. Zhang ... Zhiyong Lu Yih-Chung Tham Ninghao Liu Xiuzhen Zhang Qingyu Chen 72 0 0 30 Sep 2025
FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Yildiray Kabak Gokce B. Laleci Erturkmen Mert Gencturk Tuncay Namli A. Anil Sinaci Ruben Alcantud Corcoles Cristina Gomez Ballesteros Pedro Abizanda Asuman Dogac 88 0 0 09 Sep 2025
A Comparative Study of Decoding Strategies in Medical Text Generation Oriana Presacan Alireza Nik Vajira Thambawita Bogdan Ionescu Michael A. Riegler LM&MA 96 0 0 19 Aug 2025
Data-Efficient Biomedical In-Context Learning: A Diversity-Enhanced Submodular Perspective Jun Wang Zaifu Zhan Qixin Zhang Mingquan Lin Meijia Song Rui Zhang 102 1 0 11 Aug 2025
C-PATH: Conversational Patient Assistance and Triage in Healthcare SystemInternational Conference on Digital Health (ICDH), 2025 Qi Shi Qiwei Han Cláudia Soares LM&MA 177 1 0 07 Jun 2025
Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning Yin Fang Qiao Jin Guangzhi Xiong Sara Szymkuć Xianrui Zhong Siru Ouyang Aidong Zhang Jiawei Han Zhiyong Lu ReLM OffRL LRM 224 4 0 03 Jun 2025
CoDial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment Radin Shayanfar Chu Fei Luo R. Bhambhoria Samuel Dahan Xiaodan Zhu 181 0 0 02 Jun 2025
Structuring Radiology Reports: Challenging LLMs with Lightweight Models Johannes Moll Louisa Fay Asfandyar Azhar Sophie Ostmeier Tim Lueth S. Gatidis Curtis P. Langlotz Jean-Benoit Delbrouck 225 0 0 30 May 2025
Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning Cheng Peng Kai Zhang Mengxian Lyu Hongfang Liu Lichao Sun Yonghui Wu LM&MA MedIm VLM 415 2 0 23 May 2025
Self-GIVE: Associative Thinking from Limited Structured Knowledge for Enhanced Large Language Model Reasoning Jiashu He Jinxuan Fan Bowen Jiang Ignacio Houine Dan Roth Alejandro Ribeiro ReLM RALM LRM 298 9 0 21 May 2025
Unify Graph Learning with Text: Unleashing LLM Potentials for Session SearchThe Web Conference (WWW), 2024 Songhao Wu Quan Tu Hong Liu Jia Xu Zhongyi Liu Guannan Zhang Ran Wang Xiuying Chen Rui Yan 337 9 0 20 May 2025
Exploring Jailbreak Attacks on LLMs through Intent Concealment and DiversionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Tiehan Cui Yanxu Mao Peipei Liu Congying Liu Datao You AAML 224 3 0 20 May 2025
Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training Meng Xiao Xunxin Cai Chengrui Wang Yuanchun Zhou Yuanchun Zhou Hengshu Zhu 359 1 0 28 Apr 2025
Beyond Misinformation: A Conceptual Framework for Studying AI Hallucinations in (Science) Communication Anqi Shao 209 1 0 18 Apr 2025
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring Solutions Yichong Zhao Susumu Goto 242 1 0 05 Mar 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and EthicsInformation Fusion (Inf. Fusion), 2023 Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Xiaoshi Zhong LM&MA AILaw 626 256 0 28 Jan 2025
Contextual Evaluation of Large Language Models for Classifying Tropical and Infectious Diseases Mercy Nyamewaa Asiedu Nenad Tomašev Chintan Ghate Tiya Tiyasirichokchai Awa Dieng ... Steve Adudans Sylvanus Aitkins Odianosen Ehiakhamen Eric Ndombi Katherine Heller LM&MA 270 4 0 17 Jan 2025
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization Kangyu Zhu Peng Xia Yun Li Hongtu Zhu Sheng Wang Huaxiu Yao 518 13 0 09 Dec 2024
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng Xiaochen Li Yinlin Zhu Zhicheng Dou Jian-Yun Nie KELM 431 20 0 21 Oct 2024
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Zhenyue Qin Yu Yin Dylan Campbell Xuansheng Wu Ke Zou Yih-Chung Tham Ninghao Liu Xiuzhen Zhang Qingyu Chen 261 6 0 02 Oct 2024
SimSUM: Simulated Benchmark with Structured and Unstructured Medical Records Paloma Rabaey Stefan Heytens Stefan Heytens 217 3 0 13 Sep 2024
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains Xun Xian Ganghua Wang Xuan Bi Jayanth Srinivasa Jayanth Srinivasa Charles Fleming Mingyi Hong Jie Ding SILM 257 4 0 12 Sep 2024
A Simplified Retriever to Improve Accuracy of Phenotype Normalizations by Large Language Models D. B. Hier Thanh Son Do Tayo Obafemi-Ajayi 286 7 0 11 Sep 2024
Understanding eGFR Trajectories and Kidney Function Decline via Large Multimodal ModelsConference on Multimedia Information Processing and Retrieval (MIPR), 2024 Chih-Yuan Li Jun-Ting Wu Chan Hsu Ming-Yen Lin Yihuang Kang LM&MA 93 1 0 04 Sep 2024
ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering Preslav Nakov Tairan Wang Taicheng Guo Kehan Guo Juexiao Zhou Haoyang Li Mingchen Zhuge Jürgen Schmidhuber Xin Gao Xiangliang Zhang 209 6 0 24 Jul 2024
Biomedical Nested NER with Large Language Model and UMLS Heuristics Wenxin Zhou 122 4 0 07 Jul 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations Nikhil Khandekar Qiao Jin Guangzhi Xiong Soren Dunn Serina S Applebaum ... Amisha D. Dave Andrew Taylor Aidong Zhang Qingyu Chen Zhiyong Lu LM&MA ELM 401 39 0 17 Jun 2024
Utilizing GPT to Enhance Text Summarization: A Strategy to Minimize Hallucinations Hassan Shakil Zeydy Ortiz Grant C. Forbes 227 6 0 07 May 2024
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practicesJournal of Medical Internet Research (JMIR), 2024 Jamil Zaghir Marco Naguib Mina Bjelogrlic Aurélie Névéol Xavier Tannier Christian Lovis AI4CE LM&MA 213 7 0 02 May 2024
LLMs in Biomedicine: A study on clinical Named Entity Recognition Masoud Monajatipoor Jiaxin Yang Joel Stremmel Melika Emami Fazlolah Mohaghegh Mozhdeh Rouhsedaghat Kai-Wei Chang LM&MA 214 24 0 10 Apr 2024
Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator Yusheng Liao Yutong Meng Yuhao Wang Hongcheng Liu Yanfeng Wang Yu Wang LM&MA ELM 187 22 0 13 Mar 2024
How Well Do Multi-modal LLMs Interpret CT Scans? An Auto-Evaluation Framework for Analyses Qingqing Zhu Benjamin Hou T. Mathai Pritam Mukherjee Qiao Jin Preslav Nakov Zhizheng Wang Ruida Cheng Ronald M. Summers Zhiyong Lu 287 2 0 08 Mar 2024
AgentMD: Empowering Language Agents for Risk Prediction with Large-Scale Clinical Tool Learning Qiao Jin Zhizheng Wang Yifan Yang Qingqing Zhu Donald Wright ... W. Wilbur Zhe He Andrew Taylor Qingyu Chen Zhiyong Lu ELM 174 27 0 20 Feb 2024
Risks of AI Scientists: Prioritizing Safeguarding Over AutonomyNature Communications (Nat. Commun.), 2024 Xiangru Tang Qiao Jin Kunlun Zhu Tongxin Yuan Yichi Zhang ... Jian Tang Zhuosheng Zhang Arman Cohan Zhiyong Lu Mark B. Gerstein LLMAG ELM 359 47 0 06 Feb 2024
Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for Radiology Reports Qingqing Zhu Preslav Nakov Qiao Jin Benjamin Hou T. Mathai Pritam Mukherjee Xin Gao Ronald M. Summers Zhiyong Lu LM&MA 224 10 0 29 Jan 2024
Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks Ling Luo Jinzhong Ning Yingwen Zhao Zhijun Wang Zeyuan Ding ... Yuqi Liu Zhihao Yang Jian Wang Shengdi Yin Hongfei Lin LM&MA 229 75 0 20 Nov 2023
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou Zhuosheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 390 296 0 16 Nov 2023
Large Language Models on Wikipedia-Style Survey Generation: an Evaluation in NLP ConceptsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Fan Gao Hang Jiang Rui Yang Qingcheng Zeng Jinghui Lu Moritz Blum Dairui Liu Tianwei She Yuang Jiang Irene Li ELM ALM LM&MA 393 14 0 21 Aug 2023
PubMed and Beyond: Biomedical Literature Search in the Age of Artificial IntelligenceEBioMedicine (EBioMedicine), 2023 Qiao Jin Robert Leaman Zhiyong Lu LM&MA 235 72 0 18 Jul 2023
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval Qiao Jin Won Kim Qingyu Chen Donald C. Comeau Lana Yeganova John Wilbur Zhiyong Lu LM&MA MedIm 322 189 0 02 Jul 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Bo Pan ALM 348 207 0 30 May 2023