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TrainingDataPro/spine-x-ray

The dataset contains spinal X‑ray images stored in .jpg and .dcm formats, categorized by various spine‑related medical conditions. Each condition corresponds to a folder containing images of specific spinal deformities. The dataset covers multiple diseases and conditions such as scoliosis, osteochondrosis, osteoporosis, spondylolisthesis, vertebral compression fractures, disability, other, and healthy states. It supports researchers and medical professionals in developing algorithms for automated diagnosis, treatment planning, and prognosis estimation, suitable for computer algorithms, machine learning models, and deep learning techniques.

Updated 4/25/2024
hugging_face

Description

Spine X‑rays Dataset

Dataset Overview

This dataset comprises a collection of spinal X‑ray images in .jpg and .dcm formats. Images are organized into folders according to different medical conditions related to the spine, with each folder containing pictures depicting a specific spinal deformity.

Disease and Condition Types

The dataset includes the following diseases and conditions:

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

Intended Use

The dataset provides researchers and medical professionals the opportunity to analyze and develop automated diagnosis, treatment planning, and prognosis estimation algorithms. It supports the development and evaluation of computer algorithms, machine learning models, and deep learning technologies for automatic detection, diagnosis, and classification of these conditions.

Dataset Content

Folder Structure

  • The files folder contains eight sub‑folders, each corresponding to a disease or condition and containing X‑ray images of that category.
  • Image formats include .jpg and .dcm.

CSV Information

  • dcm: Access link for .dcm files
  • jpg: Access link for .jpg files
  • type: Name of the disease or condition represented by the X‑ray image

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Topics

Medical Imaging
Spinal Disease Diagnosis

Source

Organization: hugging_face

Created: Unknown

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