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VideoPath-Instruct
VideoPath-Instruct是一个包含4278个视频和诊断相关思维链对的数据集,来源于YouTube上的教育性组织病理学视频。该数据集旨在模仿病理学家的自然诊断过程,包含单张切片图像、自动提取的关键帧视频片段和手动分割的视频病理图像三种不同的图像场景。虽然高质量数据对增强诊断推理至关重要,但其创建过程耗时且数据量有限。为了克服这一挑战,我们从现有的单图像指令数据集中迁移知识,以训练弱注释的
arXiv2025-05-07 更新340
Code for FEBrNet
The research on AI-assisted breast diagnosis has primarily been based on static images. It is unclear whether it represents the best diagnostic image. To explore the method of capturing complementary
Mendeley Data2024-01-31 更新40
Evaluating the Accuracy of a Novel Artificial Intelligence Based Symptom Checker: A Clinical Vignettes Study: Vignette Suite and Screenshots
Evaluating the Accuracy of a Novel Artificial Intelligence Based Symptom Checker: A Clinical Vignettes Study: Vignette Suite and Screenshots
Figshare2022-12-26 更新30
MENTALBENCH
MENTALBENCH是由韩国科学技术院等机构联合开发的精神病诊断评估基准,其核心为专家构建的知识图谱MENTALKG,涵盖23种精神障碍的DSM-5标准。数据集包含24,750条合成临床案例,通过规则增强生成并经过精神病学家审核,确保临床合理性。案例设计涵盖从结构化医疗记录到不完整患者自述的信息谱系,以及从单一病症到复杂鉴别诊断的场景,旨在系统性评估模型在模糊边界下的诊断决策能力。该数据集填补了
arXiv2026-02-13 更新120
DataSheet1_Practical Implementation of Artificial Intelligence-Based Deep Learning and Cloud Computing on the Application of Traditional Medicine and Western Medicine in the Diagnosis and Treatment of Rheumatoid Arthritis.docx
Rheumatoid arthritis (RA), an autoimmune disease of unknown etiology, is a serious threat to the health of middle-aged and elderly people. Although western medicine, traditional medicine such as tradi
NIAID Data Ecosystem30



