Deep Learning Approach for the Development of a Novel Predictive Model for Prostate Cancer
Islam Mohaimenul, Hsuan‐Chia Yang, Nguyen Phung-Anh, Wang Yu-Hsiang, Poly Tahmina Nasrin, Yu‐Chuan Li · Studies in health technology and informatics · 2020
We developed a deep learning approach for accurate prediction of PCA patients one year earlier with minimal features from electronic health records. The area under the receiver operating curve for prediction of PCA was 0.94. Moreover, the sensitivity and specificity of CNN were 0.87 and 0.88, respectively.