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spine-segmentation-dataset

Tasks:
Image Classification
Object Detection
Image Segmentation
Languages:
English
Tags:
medical
biology
code
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metadata
license: cc-by-nc-nd-4.0
task_categories:
  - image-classification
  - object-detection
  - image-segmentation
  - image-to-image
language:
  - en
tags:
  - medical
  - biology
  - code

Spine MRI Dataset, Anomaly Detection & Segmentation

The dataset consists of .dcm files containing MRI scans of the spine of the person with several dystrophic changes, such as osteophytes, dorsal disc extrusions, dorsal disc protrusions 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.

💴 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_3.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

More datasets in TrainingData's Kaggle account: https://www.kaggle.com/trainingdatapro/datasets

TrainingData's GitHub: https://github.com/Trainingdata-datamarket/TrainingData_All_datasets

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