GBaker/MedQA-USMLE-4-options

--- license: cc-by-4.0 language: - en --- Original dataset introduced by Jin et al. in [What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams](https://paperswithcode.com/paper/what-disease-does-this-patient-have-a-large) <h4>Citation information:</h4> @article{jin2020disease, title={What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams}, author={Jin, Di and Pan, Eileen and Oufattole, Nassim and Weng, Wei-Hung and Fang, Hanyi and Szolovits, Peter}, journal={arXiv preprint arXiv:2009.13081}, year={2020} }许可证：知识共享署名4.0（CC BY 4.0） 语言： - 英语 本原始数据集由Jin等人在论文《该患者所患为何疾病？来自医学考试的大规模开放域问答（Open Domain Question Answering）数据集》（https://paperswithcode.com/paper/what-disease-does-this-patient-have-a-large）中首次发布。 <h4>引用信息：</h4> @article{jin2020disease, title={What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams}, author={Jin, Di and Pan, Eileen and Oufattole, Nassim and Weng, Wei-Hung and Fang, Hanyi and Szolovits, Peter}, journal={arXiv预印本 arXiv:2009.13081}, year={2020} }

原始信息汇总

数据集概述

• 数据集名称: 未明确提供
• 数据集来源: 由Jin等人在论文《What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams》中首次介绍。
• 数据集用途: 用于开放域医学考试中的问题回答。
• 数据集语言: 英语
• 许可证: CC-BY-4.0

引用信息

@article{jin2020disease, title={What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams}, author={Jin, Di and Pan, Eileen and Oufattole, Nassim and Weng, Wei-Hung and Fang, Hanyi and Szolovits, Peter}, journal={arXiv preprint arXiv:2009.13081}, year={2020} }

搜集汇总

背景与挑战

背景概述

该数据集是一个基于美国执业医师执照考试（USMLE）的医学问答数据集，包含约11.5k行数据，格式为JSON，涵盖step1、step2&3等多个考试阶段的问题。每个数据项包括临床场景描述、四个选项、正确答案及相关元信息，主要用于训练和评估AI模型在医学领域的问答能力。