Databases · Computer Science
Reliable Curation of EHR Dataset via Large Language Models under Environmental Constraints
Raymond M. Xiong, Panyu Chen, Tianze Dong, Jian Lu +5
2026-02-13
Computers and Society · Computer Science
Will Large Language Models Transform Clinical Prediction?
Yusuf Yildiz, Goran Nenadic, Meghna Jani, David A. Jenkins
2025-11-07
Other Statistics · Statistics
CMS Sematrix: A Tool to Aid the Development of Clinical Quality Measures (CQMs)
Michael A. Schwemmer, Po-Hsu Chen, Mithun Balakrishna, Amy Leibrand +3
2019-02-07
Computation and Language · Computer Science
Large Language Models in the Clinic: A Comprehensive Benchmark
Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin +15
2024-10-17
Computation and Language · Computer Science
MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
Suhana Bedi, Hejie Cui, Miguel Fuentes, Alyssa Unell +77
2025-06-03
Artificial Intelligence · Computer Science
DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction
Weijieying Ren, Tianxiang Zhao, Lei Wang, Tianchun Wang +1
2025-06-26
Computation and Language · Computer Science
Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs
Sumanth Doddapaneni, Mohammed Safi Ur Rahman Khan, Dilip Venkatesh, Raj Dabre +2
2025-07-21
Computation and Language · Computer Science
Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding
Augustin Toma, Patrick R. Lawler, Jimmy Ba, Rahul G. Krishnan +2
2023-08-21
Computation and Language · Computer Science
COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain
Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios P. Palamidas, Mattheos Sanoudos +3
2024-05-20
Computation and Language · Computer Science
From Text to CQL: Bridging Natural Language and Corpus Search Engine
Luming Lu, Jiyuan An, Yujie Wang, Liner yang +7
2024-02-22
Computation and Language · Computer Science
LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation
Ming Zhang, Yujiong Shen, Zelin Li, Huayu Sha +12
2025-09-03
Computation and Language · Computer Science
QuarkMedBench: A Real-World Scenario Driven Benchmark for Evaluating Large Language Models
Yao Wu, Kangping Yin, Liang Dong, Zhenxin Ma +12
2026-03-17
Artificial Intelligence · Computer Science
From Natural Language to Executable Option Strategies via Large Language Models
Haochen Luo, Zhengzhao Lai, Junjie Xu, Yifan Li +3
2026-03-18
Computation and Language · Computer Science
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation
Guangya Yu, Yanhao Li, Zongying Jiang, Yuxiong Jin +8
2025-07-10
Computation and Language · Computer Science
Automating Clinical Information Retrieval from Finnish Electronic Health Records Using Large Language Models
Mikko Saukkoriipi, Nicole Hernandez, Jaakko Sahlsten, Kimmo Kaski +1
2026-03-30
Computation and Language · Computer Science
FocusMed: A Large Language Model-based Framework for Enhancing Medical Question Summarization with Focus Identification
Chao Liu, Ling Luo, Tengxiao Lv, Huan Zhuang +3
2025-10-07
Computation and Language · Computer Science
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
Mehdi Ali, Manuel Brack, Max Lübbering, Elias Wendt +14
2025-06-03
Computation and Language · Computer Science
Beyond MedQA: Towards Real-world Clinical Decision Making in the Era of LLMs
Yunpeng Xiao, Carl Yang, Mark Mai, Xiao Hu +1
2025-10-24
Computation and Language · Computer Science
Bench4KE: Benchmarking Automated Competency Question Generation
Anna Sofia Lippolis, Minh Davide Ragagni, Paolo Ciancarini, Andrea Giovanni Nuzzolese +1
2025-12-10
Computer Vision and Pattern Recognition · Computer Science
MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment
Jiyao Liu, Junzhi Ning, Wanying Qu, Lihao Liu +3
2026-03-23
Machine Learning · Computer Science
HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units
Shenda Hong, Yanbo Xu, Alind Khare, Satria Priambada +4
2020-08-11