Deep Learning Classifier with Patient's Metadata of Dermoscopic Images in Malignant Melanoma Detection.

Dina Nur Anggraini Ningrum Sheng-Po Yuan Woon-Man Kung Chieh-Chen Wu I-Shiang TzengChu-Ya HuangYu Chuan Jack Li Yao-Chin Wang

Published in: Journal of multidisciplinary healthcare (2021)

The CNN+ANN model can increase the accuracy of classification in malignant melanoma detection even with limited data and is promising for development as a screening device in remote and low resources health care.

Keyphrases

deep learning
convolutional neural network
healthcare
loop mediated isothermal amplification
artificial intelligence
machine learning
real time pcr
big data
case report
electronic health record
social media
data analysis
health information
sensitive detection