image
imagewidth (px)
844
2.77k
label
class label
8 classes
0disability
0disability
0disability
0disability
0disability
0disability
0disability
0disability
0disability
1healthy
1healthy
1healthy
1healthy
1healthy
1healthy
1healthy
2osteochondrosis
2osteochondrosis
2osteochondrosis
2osteochondrosis
2osteochondrosis
2osteochondrosis
2osteochondrosis
2osteochondrosis
2osteochondrosis
3osteoporosis
3osteoporosis
3osteoporosis
3osteoporosis
3osteoporosis
3osteoporosis
3osteoporosis
3osteoporosis
3osteoporosis
3osteoporosis
4other
4other
4other
4other
4other
4other
4other
4other
5scoliosis
5scoliosis
5scoliosis
5scoliosis
5scoliosis
5scoliosis
5scoliosis
5scoliosis
6spondylolisthesis
6spondylolisthesis
6spondylolisthesis
6spondylolisthesis
6spondylolisthesis
6spondylolisthesis
6spondylolisthesis
6spondylolisthesis
7vertebral_compression_fracture
7vertebral_compression_fracture
7vertebral_compression_fracture
7vertebral_compression_fracture
7vertebral_compression_fracture
7vertebral_compression_fracture
7vertebral_compression_fracture
7vertebral_compression_fracture
7vertebral_compression_fracture
7vertebral_compression_fracture

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.

Get the Dataset

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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.

TrainingData

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

TrainingData's GitHub: https://github.com/trainingdata-pro

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

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