Boosting the performance of pretrained CNN architecture on dermoscopic pigmented skin lesion classification.

Erwin Setyo Nugroho Igi Ardiyanto Hanung Adi Nugroho

Published in: Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) (2023)

According to the study, classification performance was significantly enhanced by augmentation and Bayesian hyperparameter tuning.

Keyphrases

deep learning
machine learning
soft tissue
convolutional neural network
basal cell carcinoma