数据集导航 · 神经系统疾病

神经系统疾病数据集（第 17 页）

思陌医疗数据服务整理的神经系统疾病公开数据集，共 817 个，覆盖该领域多模态数据，助力医疗AI研发选型。

共 507 个数据集 · 第 17 / 17 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
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
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
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
Mindboggle神经系统疾病MRI脑部分割101 manually labelled brain MRIsGitHubhttps://mindboggle.info/data.html访问
Longitudinal Neuroimaging in Children神经系统疾病脑发育研究~50 children (~10yo) with follow-up MRI, fMRI and assessmentsGitHubhttps://openneuro.org/datasets/ds001894/访问
Longitudinal Neuroimaging on arithmetic processing in children神经系统疾病脑发育研究3T fMRI 132 typical dev children, 2 time points, four tasks, arithmetic processingGitHubhttps://openneuro.org/datasets/ds001486访问
ATLAS Anatomical Tracings of Lesions After Stroke神经系统疾病MRI病灶分割229 T1-weighted MRI scans with lesion segmentation, stroke lesion metadataGitHubhttp://fcon_1000.projects.nitrc.org/indi/retro/atlas.html访问
BigBrain神经系统疾病脑图谱Single volume, histological space (100 micron) with GM/WM surfaces and cortical layersGitHubhttps://bigbrain.loris.ca/main.php访问
Brain Catalogue神经系统疾病MRI比较神经解剖Ex-vivo brain MRIs or brains of different animalsGitHubhttps://braincatalogue.org/访问
Pre-Natal MRI神经系统疾病MRI胎儿成像Prenatal brain MRI samplesGitHubhttps://f1000research.com/articles/6-93/v2访问
BCI Breast Cancer Immunohistochemical Image Generation Dataset神经系统疾病病理图像图像转换4870 registered HE-IHC image pairs, four HER2 expression levels (0, 1+, 2+, 3+)GitHubhttps://bupt-ai-cz.github.io/BCI/访问
OASIS Brain MRI神经系统疾病MRI阿尔茨海默研究Brain MRI for healthy aging & Alzheimer's disease analysisOASIShttps://www.oasis-brains.org/访问
OpenNeuro神经系统疾病多模态神经影像共享Free open platform for sharing neuroimaging datasets (fMRI, EEG, MEG)OpenNeurohttps://openneuro.org/访问
Human Connectome Project神经系统疾病脑连接组High-resolution neuroimaging datasets to map human brain connectionsHCPhttps://www.humanconnectome.org/访问
Neural-MedBench神经系统疾病多模态鉴别诊断120 expert cases resulting in 200 depth-of-reasoning tasks, differential diagnosis MRI/CT 2025Project Pagehttps://arxiv.org/pdf/2509.22258访问
BEED Bangalore EEG Epilepsy Dataset神经系统疾病癫痫检测Comprehensive EEG collection for epileptic seizure detection, 256Hz, 10-20 system, 8K instances 2024UCIhttps://archive-beta.ics.uci.edu/访问
BCI Breast Cancer Immunohistochemical Image Generation神经系统疾病病理图像图像转换4870 registered HE-IHC image pairs, four HER2 expression levelsGitHubhttps://bupt-ai-cz.github.io/BCI/访问
ABIDE Autism Brain Imaging Data Exchange神经系统疾病自闭症研究1,000+ autism/control fMRI subjects, multi-site autism imagingABIDEhttp://fcon_1000.projects.nitrc.org/indi/abide/访问
EPISURG Post-epilepsy Surgery神经系统疾病MRI癫痫术后评估Post-epilepsy surgery brain MRI scans, multi-center datasetPhysioNethttps://physionet.org访问
BRISC Brain Tumor MRI Classification神经系统疾病MRI脑肿瘤分类6,000 brain tumor MRIs (glioma, meningioma, pituitary), NIfTI format 2026GitHubhttps://github.com/aaekay/radiology-datasets访问
BraTS-MEN-RT Meningioma Radiotherapy神经系统疾病MRI脑膜瘤放疗570 meningioma radiotherapy MRIs from 7 centers, NIfTI 2026GitHubhttps://github.com/aaekay/radiology-datasets访问
BraTS 2025神经系统疾病MRI脑肿瘤分割1,778 cases (pre- and post-treatment), brain tumor segmentation challenge 2025Synapsehttps://github.com/aaekay/radiology-datasets访问
Augmented Alzheimer MRI Dataset神经系统疾病MRI阿尔茨海默分级Augmented brain MRI dataset for Alzheimer's disease severity classificationKagglehttps://www.kaggle.com/datasets/uraninjo/augmented-alzheimer-mri-dataset访问
Alzheimer's Disease Dataset神经系统疾病阿尔茨海默预测Alzheimer's disease dataset for severity classification and analysisKagglehttps://www.kaggle.com/datasets/rabieelkharoua/alzheimers-disease-dataset访问
NEUROSKY-EPI神经系统疾病癫痫分层First open dataset of single-channel consumer-grade EEG for epilepsy, collected in South Asian clinic with rich metadataarXivhttps://arxiv.org/pdf/2511.01879v1访问
INDI International Neuroimaging Data-Sharing Initiative神经系统疾病神经影像共享International neuroimaging data-sharing initiative, multiple neuroimaging datasetsINDIhttps://www.i2b2.org/NLP/DataSets/访问