dddd

verify-tagSpinal Vertebrae Segmentation Dataset

healthmedicinecomputer visionhealth conditionsimage classification

20

已售 0
14.64MB

数据标识:D17171583447431583

发布时间:2024/05/31

以下为卖家选择提供的数据验证报告:

数据描述

Spine MRI Dataset, Fracture Detection & Segmentation

The dataset consists of .dcm files containing MRI scans of the spine of the person with several dystrophic changes, such as osteophytes, focal mass in the Th7 vertebral body, fluid mass on the anterior contour of the Th7 vertebra, dorsal protrusion of the Th11-Th12 disc and spondyloarthrosis. The images are labeled by the doctors and accompanied by report in PDF-format.

The dataset includes 5 studies, made from the different angles which provide a comprehensive understanding of a several dystrophic changes and useful in training spine anomaly classification algorithms. Each scan includes detailed imaging of the spine, including the vertebrae, discs, nerves, and surrounding tissues.

MRI study angles in the dataset

💴 For Commercial Usage: Full version of the dataset includes 20,000 spine studies of people with different conditions, leave a request on TrainingData to buy the dataset

Types of diseases and conditions in the full dataset:

  • Degeneration of discs
  • Osteophytes
  • Osteochondrosis
  • Hemangioma
  • Disk extrusion
  • Spondylitis
  • AND MANY OTHER CONDITIONS

Researchers and healthcare professionals can use this dataset to study spinal conditions and disorders, such as herniated discs, spinal stenosis, scoliosis, and fractures. The dataset can also be used to develop and evaluate new imaging techniques, computer algorithms for image analysis, and artificial intelligence models for automated diagnosis.

OTHER MEDICAL SPINE MRI DATASETS:

💴 Buy the Dataset: This is just an example of the data. Leave a request on https://trainingdata.pro/datasets to discuss your requirements, learn about the price and buy the dataset

Content

The dataset includes:

  • ST000001: includes subfolders with 5 studies. Each study includes MRI-scans in .dcm and .jpg formats,
  • DICOMDIR: includes information about the patient's condition and links to access files,
  • Spine_MRI_4.pdf: includes medical report, provided by the radiologist,
  • .csv file: includes id of the studies and the number of files

Medical reports include the following data:

  • Patient's demographic information,
  • Description of the case,
  • Preliminary diagnosis,
  • Recommendations on the further actions

All patients consented to the publication of data

Medical data might be collected in accordance with your requirements.

TrainingData provides high-quality data annotation tailored to your needs

keywords: visual, label, positive, negative, symptoms, clinically, sensory, varicella, syndrome, predictors, diagnosed, rsna cervical, image train, segmentations meta, spine train, mri spine scans, spinal imaging, radiology dataset, neuroimaging, medical imaging data, image segmentation, lumbar spine mri, thoracic spine mri, cervical spine mri, spine anatomy, spinal cord mri, orthopedic imaging, radiologist dataset, mri scan analysis, spine mri dataset, machine learning medical imaging, spinal abnormalities, image classification, neural network spine scans, mri data analysis, deep learning medical imaging, mri image processing, spine tumor detection, spine injury diagnosis, mri image segmentation, spine mri classification, artificial intelligence in radiology, spine abnormalities detection, spine pathology analysis, mri feature extraction, tomography, cloud

data icon
Spinal Vertebrae Segmentation Dataset
20
已售 0
14.64MB
申请报告