PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems

28 February 2022

Papers citing "PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems"

24 / 24 papers shown

Title
Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis Shuang Zhou Jiashuo Wang Zidu Xu Song Wang David Brauer ... Zaifu Zhan Yu Hou Mingquan Lin Genevieve B. Melton Rui Zhang 53 0 0 06 May 2025
Recommending Clinical Trials for Online Patient Cases using Artificial Intelligence Joey Chan Qiao Jin Nicholas Wan C. Floudas Elisabetta Xue Zhiyong Lu 26 0 0 15 Apr 2025
Clinical ModernBERT: An efficient and long context encoder for biomedical text Simon A. Lee Anthony Wu Jeffrey N. Chiang MedIm 46 3 0 04 Apr 2025
Baichuan-M1: Pushing the Medical Capability of Large Language Models Binghui Wang Haizhou Zhao Huozhi Zhou Liang Song Mingyu Xu ... Yan Zhang Yifei Duan Yuyan Zhou Zhi-Ming Ma Zhikai Wu LM&MA ELM AI4MH 42 4 0 18 Feb 2025
ELMTEX: Fine-Tuning Large Language Models for Structured Clinical Information Extraction. A Case Study on Clinical Reports Aynur Guluzade Naguib Heiba Zeyd Boukhers Florim Hamiti Jahid Hasan Polash Yehya Mohamad Carlos A Velasco LM&MA 53 1 0 08 Feb 2025
Evaluating the Impact of Lab Test Results on Large Language Models Generated Differential Diagnoses from Clinical Case Vignettes Balu Bhasuran Qiao Jin Yuzhang Xie Carl Yang Karim Hanna Jennifer Costa Cindy Shavor Zhiyong Lu Zhe He LM&MA ELM 23 0 0 01 Nov 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Yuyao Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 53 6 0 28 Oct 2024
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts Guorui Zheng Xidong Wang Juhao Liang Nuo Chen Yuping Zheng Benyou Wang MoE 35 5 0 14 Oct 2024
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor? Yunfei Xie Juncheng Wu Haoqin Tu Siwei Yang Bingchen Zhao Yongshuo Zong Qiao Jin Cihang Xie Yuyin Zhou LM&MA ELM LRM 49 19 0 23 Sep 2024
Adversarial Attacks on Large Language Models in Medicine Yifan Yang Qiao Jin Furong Huang Zhiyong Lu AAML 39 4 0 18 Jun 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 31 5 0 17 Jun 2024
Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare Emre Can Acikgoz Osman Batur .Ince Rayene Bench Arda Anil Boz .Ilker Kesen Aykut Erdem Erkut Erdem LM&MA 37 10 0 25 Apr 2024
Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People Xidong Wang Nuo Chen Junying Chen Yan Hu Yidong Wang Xiangbo Wu Anningzhe Gao Xiang Wan Haizhou Li Benyou Wang LM&MA 46 25 0 06 Mar 2024
Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation Yifan Yang Xiaoyu Liu Qiao Jin Furong Huang Zhiyong Lu 30 23 0 25 Jan 2024
CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge Graphs Huaiyuan Ying Zhengyun Zhao Yang Zhao Sihang Zeng Sheng Yu 23 3 0 13 Dec 2023
On the Impact of Cross-Domain Data on German Language Models Amin Dada Aokun Chen C.A.I. Peng Kaleb E. Smith Ahmad Idrissi-Yaghir ... Daniel Truhn Jan Egger Jiang Bian Jens Kleesiek Yonghui Wu 19 4 0 11 Oct 2023
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes Sunjun Kweon Junu Kim Jiyoun Kim Sujeong Im Eunbyeol Cho ... Seungjin Baek Chang Hoon Han Yoon Bin Jung Yohan Jo Edward Choi LM&MA ELM 15 37 0 01 Sep 2023
Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data Chaoyi Wu Xiaoman Zhang Ya-Qin Zhang Yanfeng Wang Weidi Xie MedIm LM&MA 29 143 0 04 Aug 2023
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? Junda Wang Zonghai Yao Avijit Mitra Samuel Osebe Zhichao Yang Hongfeng Yu LM&MA MedIm 29 13 0 29 Jun 2023
PyTrial: Machine Learning Software and Benchmark for Clinical Trial Applications Zifeng Wang B. Theodorou Tianfan Fu Cao Xiao Jimeng Sun LM&MA 22 2 0 06 Jun 2023
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement Zifeng Wang Chufan Gao Cao Xiao Jimeng Sun LMTD 28 12 0 20 May 2023
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stanislav Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih 56 68 0 13 Oct 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 234 971 0 17 Apr 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 285 2,015 0 28 Jul 2020