Skin Cancer Machine Learning Model Tone Bias

James Pope, Md Hassanuzzaman, William Chapman +5

Background: Many open-source skin cancer image datasets are the result of clinical trials conducted in countries with lighter skin tones. Due to this tone imbalance, machine learni…