research
∙
10/28/2020
Accurate Prostate Cancer Detection and Segmentation on Biparametric MRI using Non-local Mask R-CNN with Histopathological Ground Truth
Purpose: We aimed to develop deep machine learning (DL) models to improv...
share
research
∙
10/01/2019
Improvement of Multiparametric MR Image Segmentation by Augmenting the Data with Generative Adversarial Networks for Glioma Patients
Every year thousands of patients are diagnosed with a glioma, a type of ...
research
∙
04/04/2019
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN
Prostate cancer (PCa) is the most common cancer in men in the United Sta...
research
∙
03/29/2019
A Deep Dive into Understanding Tumor Foci Classification using Multiparametric MRI Based on Convolutional Neural Network
Data scarcity has refrained deep learning models from making greater pro...
research
∙
11/05/2018