crossrefMachine Learning and Knowledge Extraction2026-07-06
Cancer Risk and Temporal Sequence Prediction of Prostate-Specific Antigen by Long Short-Term Memory Network
Alex H. Lin, Hoi Wai Chan, Ka Man Cheung, Amy M. K. Chu, Sharon C. L. Ho, Chin Pan Kong, et al.
Prostate-specific antigen (PSA) is a well-established marker for prostate cancer screening, but current ≥4 ng/mL cutoff suffers from low specificity. This study aims to demonstrate the use of a long short-term memory (LSTM) network for accurate prediction of prostate cancer risk…