Learning Disease vs Participant Signatures: a permutation test approach to detect identity confounding in machine learning diagnostic applications

Elias Chaibub Neto, Abhishek Pratap, Thanneer M Perumal +6

Recently, Saeb et al (2017) showed that, in diagnostic machine learning applications, having data of each subject randomly assigned to both training and test sets (record-wise data…