Systems and methods for generating and detecting anomalies in medical reports using an attention-based machine learning model are disclosed. The attention-based machine learning model for generating medical reports includes at least one decoder layer in which each decoder layer includes an attention sublayer operatively coupled to a feed-forward sublayer. The attention-based machine learning model for detecting anomalies in medical reports includes at least one bidirectional encoder layer in which each encoder layer includes an attention sublayer operatively coupled to a feed-forward sublayer.
DEEP-LEARNING SYSTEMS AND METHODS FOR MEDICAL REPORT GENERATION AND ANOMALY DETECTION