machine learning human 43 receiver operating characteristic 42 Article 35 controlled study 28 Humans 26 female 26 male 26 adult 23 sensitivity and specificity 22 Machine Learning 19 Machine learning 19 major clinical study 19 diagnostic test accuracy study 18 prediction 16 algorithm 14 support vector machine 14 area under the curve 13 random forest 13 aged 10 deep learning 10 Algorithms 9 ROC Curve 9 predictive value 9 training 9 Deep learning 8 Diseases 8 artificial intelligence 8 convolutional neural network 8 diagnostic accuracy 8