METHOD, ELECTRONIC APPARATUS, AND COMPUTER READABLE MEDIUM OF CONSTRUCTING CLASSIFIER FOR SKIN-INFECTION DETECTION

摘要

The disclosure provides a method, an electronic apparatus, and a computer readable medium of constructing a classifier for skin-infection detection. The method includes the following steps. A codebook of representative features is constructed based on a plurality of target-disease-irrelevant images. Transfer-learned disease features are extracted from target-disease images according to the codebook without any medical domain knowledge, where the target-disease images are captured by at least one image capturing device. Supervised learning is performed based on the transfer-learned target-disease features to train the classifier for skin-infection detection.

主权项

1. A method of constructing a classifier for melanoma detection comprising:
constructing a codebook of representative features based on a plurality of target-disease-irrelevant images; extracting a plurality of transfer-learned target-disease features from a plurality of target-disease images according to the codebook, wherein the target-disease images are captured by at least one image capturing device; and performing supervised learning based on the transfer-learned target-disease features to train the classifier for melanoma detection.