数据集导航 · 神经系统疾病

神经系统疾病数据集（第 16 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 16 / 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
糖尿病脑血流调节数据集神经系统疾病自主神经功能衰竭/直立性低血压时间序列脑血流调节研究糖尿病自主神经病变伴体位性低血压对脑血流调节影响的生理信号数据集。PhysioNethttps://physionet.org/content/cerebral-vasoreg-diabetes/访问
意大利药物过度使用性头痛治疗的成本与价值：基于患者数据的纵向研究神经系统疾病药物过度使用性头痛/雷击样头痛其他成本分析意大利药物过度使用性头痛治疗年度成本估计的纵向研究数据集。Raggi, Alberto; D'Amico, Domenicohttps://zenodo.org/record/4646899访问
亨廷顿病评论神经系统疾病亨廷顿病/舞蹈症文本文本来自Telegram和Instagram的关于亨廷顿病播客的评论文本数据集。Zenodohttps://zenodo.org/doi/10.5281/zenodo.15213124访问
ADNI 阿尔茨海默病神经影像神经系统疾病阿尔茨海默病进展预测、生物标志物研究多中心研究联盟https://adni.loni.usc.edu/访问
OASIS 开放脑影像系列神经系统疾病神经退行疾病分割、脑龄预测华盛顿大学https://www.oasis-brains.org/访问
RSNA Intracranial Hemorrhage Detection 颅内出血定位神经系统疾病CT定位 · 颅内出血—https://www.kaggle.com/c/rsna-intracranial-hemorrhage-detection访问
L2R-OASIS神经系统疾病MRI脑部分割配准3D MRI, 416 Cases, 35 Categories of Brain Segmentation and RegistrationGrand Challengehttps://learn2reg.grand-challenge.org/Datasets/访问
MRBrains13神经系统疾病MRI脑区分割3D MR T1/T1IR/FLAIR, 320 Cases, 3 Categories of Brain Region SegmentationProject Homepagehttps://mrbrains13.isi.uu.nl/index.html访问
Ultrasound Nerve Segmentation神经系统疾病超声神经分割2D Ultrasound, 11143 Cases, Cervical Nerve SegmentationKagglehttps://kaggle.com/competitions/ultrasound-nerve-segmentation访问
BraTS-TCGA-LGG神经系统疾病MRI肿瘤分割3D MRI, 65 Cases, Low Grade Glioma SegmentationTCIAhttps://www.cancerimagingarchive.net/analysis-result/brats-tcga-lgg/访问
BraTS-TCGA-GBM神经系统疾病MRI肿瘤分割3D MRI, 102 Cases, Glioblastoma Multiforme SegmentationTCIAhttps://www.cancerimagingarchive.net/analysis-result/brats-tcga-gbm/访问
BraTS18神经系统疾病MRI肿瘤分割3D MRI, 285 Cases, Brain Tumor Segmentation, MICCAI 2018Project Homepagehttps://www.med.upenn.edu/sbia/brats2018/data.html访问
ZuCo神经系统疾病脑电分析EEG sampling in reading, 146909 Cases, 3 CategoriesProject Homepagehttps://osf.io/q3zws/访问
iSeg神经系统疾病MRI脑组织分割3D MRI, 13 Cases, Brain Tissue Segmentation, MICCAI 2017 & 2019Project Homepagehttps://iseg2019.web.unc.edu/访问
MSD Brain神经系统疾病MRI肿瘤分割3D mpMR, 484 Cases, Glioma SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问
MSD Hippocampus神经系统疾病MRI器官分割3D MRI, 394 Cases, Hippocampus SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问
Head CT-hemorrhage神经系统疾病CT疾病分类2D CT, 200 Cases, Cerebral Hemorrhage ClassificationKagglehttps://www.kaggle.com/datasets/felipekitamura/head-ct-hemorrhage访问
BraTS21神经系统疾病MRI肿瘤分割3D MRI, 2040 Cases, Glioma SegmentationSynapsehttps://www.synapse.org/#!Synapse:syn25829067/wiki/610863访问
Lumbosacral Spine MRI Dataset神经系统疾病MRI神经检测3D MRI, 14 Cases, Spinal Nerve Roots DetectionProject Homepagehttps://learn2reg.grand-challenge.org/Datasets/访问
Corneal Nerve神经系统疾病疾病分类2D Microscopic Imaging, 90 Cases, 2 Categories of Corneal Abnormality ClassificationProject Homepagehttps://durrlab.github.io/C3VD/访问
Corneal Nerve Tortuosity神经系统疾病疾病分级2D Microscopic Imaging, 30 Cases, 3 Categories of Corneal Nerve Distortion GradeProject Homepagehttps://durrlab.github.io/C3VD/访问
CORN神经系统疾病神经分割2D Microscopic Imaging, 1698 Cases, Corneal Nerve SegmentationProject Homepagehttps://durrlab.github.io/C3VD/访问
SEED神经系统疾病情绪识别Public Emotion Dataset, EEG-based emotion recognitionProject Homepagehttps://bcmi.sjtu.edu.cn/home/seed/seed.html访问
SEED-IV神经系统疾病情绪识别Emotion Recognition with expanded emotion categories, multimodal dataProject Homepagehttps://bcmi.sjtu.edu.cn/home/seed/seed.html访问
Linguistic Meaning神经系统疾病语义解码fMRI and Semantic Vector Representations for semantic decodingProject Homepagehttps://learn2reg.grand-challenge.org/Datasets/访问
ZuCo 2.0神经系统疾病多模态脑电文本EEG-to-text dataset, eye-tracking and EEG during natural readingProject Homepagehttps://osf.io/2urht/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
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
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
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