Radiology Deep Learning-based Automatic Diagnosis of Breast Cancer on MRI Using Mask R-CNN for Detection Followed by ResNet50 for Classification. January 11, 2023
Endocrinology | Neurosurgery | Radiology Deep Learning for Prediction of Progression and Recurrence in Nonfunctioning Pituitary Macroadenomas: Combination of Clinical and MRI Features. May 6, 2022
Radiology A deep learning-based method for the diagnosis of vertebral fractures on spine MRI: retrospective training and validation of ResNet. January 28, 2022
Oncology | Radiology BI-RADS Reading of Non-Mass Lesions on DCE-MRI and Differential Diagnosis Performed by Radiomics and Deep Learning. November 18, 2021
Radiology Automatic Detection and Segmentation of Breast Cancer on MRI Using Mask R-CNN Trained on Non-Fat-Sat Images and Tested on Fat-Sat Images. December 15, 2020
Oncology | Radiology Prediction of breast cancer molecular subtypes on DCE-MRI using convolutional neural network with transfer learning between two centers. October 1, 2020
Gastroenterology | Oncology | Radiology Machine learning for prediction of chemoradiation therapy response in rectal cancer using pre-treatment and mid-radiation multi-parametric MRI. May 6, 2019
Radiology Automatic Breast and Fibroglandular Tissue Segmentation in Breast MRI Using Deep Learning by a Fully-Convolutional Residual Neural Network U-Net. February 14, 2019