SkinDiseaseBD: A Dataset of Common Skin Disease Images of Bangladesh

Islam, Saiful;Hossain, Sazzad;Ahmed, Md. Rasel;Ibrahim, Muhammad

Description

We focus on five prevalent skin diseases in Bangladesh: Contact Dermatitis, Vitiligo, Eczema, Scabies, and Tinea Ringworm. The dataset consists of 1612 images (after augmentation), collected directly from patients at the outpatient department of Faridpur Medical College, Faridpur, Bangladesh. The data comprises of 302, 381, 301, 316, and 312 images of Dermatitis, Eczema, Scabies, Tinea Ringworm, and Vitiligo, respectively. We expect that this dataset would garner attention from machine learning and deep learning researchers and practitioners working in the field of automated disease diagnosis.In Version 2, we upload (1) the 197 raw images (i.e., before augmentation), and (2) the augmented images of size 512x512 pixels.

Citations (0)

Mentions (0)

Metrics

Dataset Index

0.4

FAIR Score

69%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Mendeley Data

License

Creative Commons Attribution Non Commercial 4.0 International

Assigned Domain

Subfield

Dermatology

Field

Medicine

Domain

Health Sciences

Confidence Score

63%

Source

Scholar Data Model

Keywords

Image ProcessingMachine LearningSkin DiseaseImage ClassificationDetection SystemDeep LearningData Augmentation

Normalization Factors

FT

65.38

CTw

1.00

MTw

1.00