数据集导航 · 肿瘤

肿瘤数据集（第 20 页）

思陌医疗数据服务整理的肿瘤公开数据集，共 914 个，覆盖该领域多模态数据，助力医疗AI研发选型。

共 579 个数据集 · 第 20 / 20 页
数据集名称 系统分类 病种 数据模态 任务类型 描述 来源 原始地址 操作
RSNA 2023 Screening Mammography肿瘤乳腺癌筛查~54k FFDM DICOM images, Australia + US, cancer label + path follow-up 2023Kaggle/RSNAhttps://www.rsna.org/artificial-intelligence/ai-image-challenge/screening-mammography-breast-cancer-detection-ai-challenge访问
BREAST-DIAGNOSIS TCIA肿瘤MRI乳腺病变诊断Breast MRI (primary), DCIS/fibroids/carcinomas, multiple casesTCIAhttps://www.cancerimagingarchive.net/collection/breast-diagnosis/访问
IDC NCI Imaging Data Commons肿瘤多模态癌症影像共享NCI Imaging Data Commons, multiple cancer types imaging dataNCIhttps://portal.imaging.datacommons.cancer.gov/访问
BreakHis Breast Cancer Histopathology肿瘤病理图像乳腺癌分类7,900+ histopathology images, 82 patients, breast cancer benign/malignantBreakHishttps://web.inf.ufpr.br/vri/databases/breast-cancer-histopathological-database-breakhis/访问
TN-Mammo肿瘤乳腺密度评估Mammogram dataset of 676 cases with breast density labels, high-quality data for breast cancer detection 2024PhysioNethttps://physionet.org/content/?topic=model&page=11访问
TCGA The Cancer Genome Atlas肿瘤癌症基因组学Genomic, epigenomic, transcriptomic, and proteomic data across 33 cancer types, 11,000+ casesNCIhttps://www.cancer.gov/ccg/research/genome-sequencing/tcga访问
LinkedOmics肿瘤多组学分析Web portal integrating TCGA data with CPTAC proteomic data, multi-omics cancer analysisLinkedOmicshttp://www.linkedomics.org/访问
CCLE Cancer Cell Line Encyclopedia肿瘤癌细胞系分析Cancer cell line encyclopedia, genomic and pharmacologic profiling of cancer cell linesBroad Institutehttps://mirrors.creativecommons.org/presskit/buttons/88x31/svg/cc-zero.svg访问
TNBC-Histopathology Dataset肿瘤病理图像三阴性乳腺癌153 confirmed TNBC patients from TCGA-BRCA, with AI-generated tumor annotations and clinical outcomes, FAIR-compliant 20GitHubhttps://github.com/fahadsajjad299/TNBC-Histopathology-Dataset访问