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.
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
Source
Organization: hugging_face
Created: Unknown
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