A new preprocessing approach to improve the performance of CNN-based skin lesion classification - Zanddizari, Hadi; Nguyen, Nam; Zeinali, Behnam; Chang, J. Morris (Medical & biological engineering & computing, 2021)
Keywords: Artificial neural networks; Background noise; Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Classifiers; Computer Applications; Datasets; Disease; Human Physiology; Imaging; Learning algorithms; Lesions; Machine learning; Medical imaging; Melanoma; Neural networks; Original Article; Performance enhancement; Preprocessing; Radiology; Skin diseases; Skin lesions; Training; Skin lesion; Region of interest; Segmentation; Convolutional neural network