metadata

license: cc-by-nc-nd-4.0
task_categories:
  - image-classification
  - image-segmentation
  - image-to-image
language:
  - en
tags:
  - medical
  - code

Spine X-rays

The dataset consists of a collection of spine X-ray images in .jpg and .dcm formats. The images are organized into folders based on different medical conditions related to the spine. Each folder contains images depicting specific spinal deformities.

Types of diseases and conditions in the dataset:

Scoliosis, Osteochondrosis, Osteoporosis, Spondylolisthesis, Vertebral Compression Fractures (VCFs), Disability, Other and Healthy

The dataset provides an opportunity for researchers and medical professionals to analyze and develop algorithms for automated diagnosis, treatment planning, and prognosis estimation of various spinal conditions. It allows the development and evaluation of computer-based algorithms, machine learning models, and deep learning techniques for automated detection, diagnosis, and classification of these conditions.

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Content

The folder "files" includes 8 folders:

corresponding to name of the disease/condition and including x-rays of people with this disease/condition (scoliosis, osteochondrosis, VCFs etc.)
including x-rays in 2 different formats: .jpg and .dcm.

File with the extension .csv includes the following information for each media file:

dcm: link to access the .dcm file,
jpg: link to access the .jpg file,
type: name of the disease or condition on the x-ray

Medical data might be collected in accordance with your requirements.

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keywords: spine dataset, spine X-rays dataset, scoliosis detection dataset, scoliosis segmentation dataset, scoliosis image dataset, medical imaging, radiology dataset, spine deformity dataset, orthopedic abnormalities, scoliotic curve dataset, degenerative spinal conditions, diagnostic imaging of the spine, osteoporosis dataset, osteochondrosis dataset, vertebral compression fracture detection, vertebral segmentation dataset