Prostate lesion assessment using your local cohort mpMRI

Prepare your local cohort mpMRIs (T2, ADC, and hDWI). You can regard a public dataset as the source domain (e.g., PROSTATEx,  https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=23691656 ), and your dataset as the target domain. You will train and test the domain adaptation (DA) model in the following steps. All the codes and our PLDC software can be referred to: https://github.com/jdai019/domain-adaptation-lesion-assessment

Prostate region segmentation

1. Train the prostate segmentation model using T2 images with codes under ./maskrcnn_model.  The public dataset I2CVB is available online (https://i2cvb.github.io/) for model training.  Save the best prostate segmentation model (i.e., weight1.h5)