数据集导航

医疗数据集导航 - 全部数据集（第 159 页）

汇集 20 大疾病系统 5035 个医疗数据集，支持搜索与分类筛选，助力医疗AI研发选型

共 5035 个数据集 · 第 159 / 168 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
Neurite-OASIS通用医学数据集MRI脑部分割414 T1 MRIs from OASIS, processed with FreeSurfer and SAMSEG, anatomical segmentation mapsGitHubhttps://github.com/adalca/medical-datasets/blob/master/neurite-oasis.md访问
SynthStrip神经系统疾病多模态颅骨剥离Full-head images and brain masks from 622 MRI/CT/PET scans, multi-modal, multi-contrastGitHubhttps://w3id.org/synthstrip访问
PadChest医学文本与大模型X光疾病分类160,000 images from 67,000 patients, 174 radiographic findings, hierarchical taxonomyGitHubhttp://bimcv.cipf.es/bimcv-projects/padchest/访问
IBM Xray Eye Gaze眼病多模态眼动追踪1000+ dataset of eye gaze, radiological reports, dictation, segmentation on MIMIC-CXRGitHubhttps://physionet.org/content/egd-cxr/1.0.0/访问
DeepLesion通用医学数据集CT病灶检测32000+ CT scans with annotations, metadata, semantic labels from radiological reportsNIHhttps://nihcc.app.box.com/v/DeepLesion访问
EchoNet-Dynamic心血管系统疾病超声心功能评估10,000+ labeled echocardiogram videos and human expert tracingGitHubhttps://echonet.github.io/dynamic/访问
ABCD Neurocognitive Prediction Challenge通用医学数据集MRI认知预测MRI for 8500 young subjects (9-10yo), neurocognitive predictionGitHubhttps://sibis.sri.com/abcd-np-challenge/访问
AAPM Sparse-View CT Reconstruction Challenge通用医学数据集CT图像重建4,000 simulated sinogram/image pairs of 2D breast CTsAAPMhttps://www.aapm.org/GrandChallenge/DL-sparse-view-CT/访问
Cross-Sectional Multidomain Lexical Processing神经系统疾病语言处理Two large scale neuroimaging datasets on reading and language, 3000+ MRI/fMRIGitHubhttps://openneuro.org/datasets/ds002236访问
MRNet肌肉骨骼疾病MRI疾病诊断1,370 knee MRI exams with diagnosis (healthy/ACL tear/meniscal tear)Stanfordhttps://stanfordmlgroup.github.io/competitions/mrnet/访问
fastMRI神经系统疾病MRI图像重建k-space data, 1500 knee MRIs, 10K clinical MRIs, 6.5K brain MRIsFacebook/NYUhttps://fastmri.med.nyu.edu/访问
OCMR心血管系统疾病MRI图像重建Open-Access Multi-Coil k-Space Dataset for Cardiovascular MRI, ~250 volumesGitHubhttps://ocmr.info/访问
PREVENT-AD血液与淋巴系统疾病多模态阿尔茨海默预测1704 MRI, 556 amyloid/tau CSF samples, blood markers, genetic info, ~400 at-risk individualsGitHubhttps://openpreventad.loris.ca/访问
Medical Segmentation Decathlon肿瘤器官分割10 Medical image datasets with segmentations, 2000+ CT & MR imagesGitHubhttp://medicaldecathlon.com访问
AOMIC神经系统疾病脑功能分析Amsterdam Open MRI Collection, 1000+ fMRI subjects with annotated event filesGitHubhttps://nilab-uva.github.io/AOMIC.github.io/访问
Brain MRI LGG FLAIR abnormality segmentation神经系统疾病MRI肿瘤分割110 subjects from TCIA LGG collection with FLAIR abnormality segmentation masksTCIAhttps://www.kaggle.com/mateuszbuda/lgg-mri-segmentation访问
Studyforrest神经系统疾病多模态脑功能分析Few subjects, many modalities (T1,T2,SWI,Angio,DWI,fMRI during movie viewing at 3T and 7T)GitHubhttp://studyforrest.org/data.html访问
BrixIA COVID19 severity score assessment database呼吸道疾病X光病情评估4703 CXR of COVID19 patients, manually annotated Brixia scoreGitHubhttps://brixia.github.io/访问
Penumonia X-Ray呼吸道疾病X光肺炎检测~5000 chest x-rays for pneumonia detectionKagglehttps://www.kaggle.com/paultimothymooney/chest-xray-pneumonia访问
BIMCV-COVID19呼吸道疾病多模态COVID检测1350+ Xrays, 150+ CTs, 800 diagnoses, COVID19 datasetGitHubhttp://bimcv.cipf.es/bimcv-projects/bimcv-covid19/访问
MosMedData Covid19呼吸道疾病CTCOVID分割1000+ CTs of COVID19 patients, 50 annotated per pixelGitHubhttps://mosmed.ai/en/访问
COVID-19 LUNG CT LESION SEGMENTATION CHALLENGE呼吸道疾病CT病灶分割~250 chest CTs with positive RT-PCR, annotations of COVID-19 lesionsGrand Challengehttps://covid-segmentation.grand-challenge.org/Data/访问
MedSeg COVID-19 CT呼吸道疾病CT病灶分割~100 segmented CT slices for COVID-19GitHubhttp://medicalsegmentation.com/covid19/访问
COVID-Chest XRay呼吸道疾病X光COVID检测~150 xrays, ongoing, some hospital data, COVID-19GitHubhttps://github.com/ieee8023/covid-chestxray-dataset访问
BSTI COVID19呼吸道疾病CTCOVID检测Ongoing, about 60 patients, CT imaging for COVID19GitHubhttps://bsticovid19.cimar.co.uk/worklist/?embedded=访问
Narratives fMRI神经系统疾病脑功能分析345 subjects, 891 functional scans, 27 diverse stories, ~4.6 hours of unique stimuliGitHubhttp://datasets.datalad.org/?dir=/labs/hasson/narratives访问
FIRE Fundus Image Registration Dataset眼病图像配准129 retinal images for fundus image registrationGitHubhttps://paperswithcode.com/dataset/fire访问
DRIVE Digital Retinal Images for Vessel Extraction眼病血管分割40 retinal images with segmentations for vessel extractionGitHubhttps://drive.grand-challenge.org/访问
ADNI神经系统疾病多模态阿尔茨海默研究Alzheimer's Disease Neuroimaging Initiative, longitudinal MRI, Genetics, Clinical data, several thousand patientsADNIhttp://adni.loni.usc.edu/访问
VISCERAL通用医学数据集器官分割~120 image volumes (whole body CT and MRI), 1900+ annotated anatomical structuresGitHubhttp://www.visceral.eu/访问