数据集导航 · 肌肉骨骼疾病

肌肉骨骼疾病数据集

思陌医疗数据服务整理的肌肉骨骼疾病公开数据集，共 34 个，覆盖该领域多模态数据，助力医疗AI研发选型。

共 14 个数据集
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
3D Lower Limb Musculoskeletal Geometry 肌肉骨骼疾病 肌肉骨骼分割 3D Lower Limb Musculoskeletal Geometry, 2 Cases, 130 Categories of Musculoskeletal Segmentation Project Homepage https://www.nature.com/articles/s41597-022-01905-2 访问
LAScarQS 2022 肌肉骨骼疾病 MRI 心脏分割 3D MRI, 194 Cases, Left Atrium and Scar Segmentation, MICCAI 2022 GitHub https://zmiclab.github.io/projects/lascarqs22/ 访问
TCB Challeng 肌肉骨骼疾病 X光 疾病分类 2D Bone Radiograph, 174 Cases, Osteoporosis Classification Project Homepage https://www.idpoisson.fr/tcbchallenge/ 访问
MURA 肌肉骨骼疾病 X光 疾病分类 2D X-ray, 40561 Cases, Musculoskeletal Classification Project Homepage https://stanfordmlgroup.github.io/competitions/mura/ 访问
IVDM3Seg 肌肉骨骼疾病 MRI 器官分割 3D MRI, 16 Cases, Intervertebral Disc Segmentation, MICCAI 2018 Project Homepage https://ivdm3seg.weebly.com/ 访问
Osteosarcoma Tumor Assessment 肌肉骨骼疾病 病理图像 肿瘤分类 2D Pathological Imaging, 1144 Cases, 3 Categories of Tumor after Surgical Resection Classification TCIA https://www.cancerimagingarchive.net/collection/osteosarcoma-tumor-assessment/ 访问
VerSe 肌肉骨骼疾病 CT 脊柱分割 3D CT, 374 Cases, 26 Categories of Spine Segmentation, MICCAI 2019 & 2020 GitHub https://github.com/anjany/verse 访问
Digital Knee X-ray Images 肌肉骨骼疾病 X光 疾病分类 2D X-Ray, 1650 Cases, 5 Categories of Knee Joint Diseases Classification Project Homepage https://data.mendeley.com/datasets/t9ndx37v5h/1 访问
Knee Osteoarthritis Dataset with Severity Grading 肌肉骨骼疾病 X光 疾病分级 2D X-Ray, 9786 Cases, 5 Categories of Knee Osteoarthritis Classification Project Homepage https://data.mendeley.com/datasets/56rmx5bjcr/1 访问
CTPelvic1K 肌肉骨骼疾病 CT 骨盆分割 3D CT, 1184 Cases, 4 Categories of Lumbar Spine, Sacrum, Left and Right Hip Segmentation GitHub https://github.com/MIRACLE-Center/CTPelvic1K 访问
SPIDER 肌肉骨骼疾病 MRI 脊柱分割 3D MR, 544 Cases, 19 Categories of Spine, Intervertebral Disc, Spinal Canal Segmentation Grand Challenge https://spider.grand-challenge.org/ 访问
Fractured Bone Detection 肌肉骨骼疾病 CT 骨折检测 3D CT, 24 Cases, 2 Fractures Classification Kaggle https://www.kaggle.com/competitions/fractured-bone-detection-challenge/overview 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) Stanford https://stanfordmlgroup.github.io/competitions/mrnet/ 访问
CTSpine1K 肌肉骨骼疾病 CT 脊柱分割 1,000+ CT scans, comprehensive spine structures dataset GitHub https://github.com/MIRACLE-Center/CTSpine1K 访问