Chest X-ray images for Multiple diseases

Citation Author(s):
Vijaya Krishna
Omtri
Sai Charan
Kurupati
Venkata Sai
Palla
Ilavarasi
A K
Submitted by:
Kurupati Charan
Last updated:
Fri, 08/23/2024 - 07:09
DOI:
10.21227/mece-sa87
Data Format:
JPEG, JPG format
License:
Creative Commons Attribution
902 Views
Categories:
Biomedical and Health Sciences
Medical Imaging
COVID-19
Health
Keywords:
Artificial Intelligence; Dataset; Coronavirus Disease 2019; COVID-19, VGG16, EfficientNet, InceptionNet, Local Binary Patterns (LBP), MobileNetV2, Pneumonia, ResNet50, Tuberculosis (TB), Chest X-ray images
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Abstract 

This dataset named "Chest X-ray images for Multiple diseases" is a medium sized dataset we collected and produced in 2024 from various sources to predict various Chest-X-ray diseases using Deep learning techniques, primarily from Radiopaedia.org, coronacases.org, Kaggle contains 1000 images for each of the disease namely TB,pneumonia,Covid-19,Normal. This dataset is designed to support the evaluation and development of algorithms to predict various chest x-ray diseases.

Instructions: 

The "Chest X-ray dataset" contains 4 sub folders namely TB, Pneumonia, Normal,COVID-19 and in each of them you will have 1000 images of Chest X-rays with dynamic pixel size for each image. So depending on the area of your research you can preprocess the images accordingly.

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Submitted by Anzamul Karim on Mon, 07/08/2024 - 03:50

data

Submitted by Qaiser razi on Mon, 09/09/2024 - 02:59

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