SYSTEMS AND METHODS FOR PREDICTIVE MOLECULAR BIOMARKER IDENTIFICATION AND QUANTIFICATION FROM MORPHOLOGY CHANGES IN HISTOPATHOLOGY TISSUE

摘要

Methods and systems for identifying and quantifying molecular biomarkers and for predicting patient response to cancer therapy are provided. The disclosed methods and systems make use of artificial intelligence to capture morphometric changes from histopathology tissue that correlate with molecular changes. The system may analyze molecular markers which are predictive of tumor response and have no defined correlation with morphological features. The system may use artificial intelligence to correlate morphometric changes with critical gene modifications and molecular changes.