Development and Validation of a Multimodality Model Based on Whole-Slide Imaging and Biparametric MRI for Predicting Postoperative Biochemical Recurrence in Prostate Cancer
Chenhan Hu, Chenhan Hu, Xiaomeng Qiao, Renpeng Huang, Chunhong Hu, Chunhong Hu, Jie Bao, Ximing Wang
Abstract
To develop and validate a machine learning multimodality model based on preoperative MRI, surgical whole-slide imaging (WSI), and clinical variables for predicting prostate cancer (PCa) biochemical recurrence (BCR) following radical prostatectomy (RP).
Topics & Concepts
Prostate cancerMultimodalityMedicineRadiologyCancerMedical physicsComputer scienceInternal medicineWorld Wide WebRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosisProstate Cancer Diagnosis and Treatment