Systems and methods for response prediction to chemotherapy in high grade bladder cancer

摘要

#$%^&*AU2019203295A120190530.pdf#####SYSTEMS AND METHODS FOR RESPONSE PREDICTION TO CHEMOTHERAPY IN HIGH GRADE BLADDER CANCER ABSTRACT Contemplated systems and methods allow for prediction of chemotherapy outcome for patients diagnosed with high-grade bladder cancer. In particularly preferred aspects, the prediction is performed using a model based on machine learning wherein the model has a minimum predetermined accuracy gain and wherein a thusly identified model provides the identity and weight factors for omics data used in the outcome prediction.