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
Medical Imaging | Radiology Differential diagnosis of prostate cancer and benign prostatic hyperplasia based on DCE-MRI using bi-directional CLSTM deep learning and radiomics. January 4, 2023
Pathology | Radiology Diagnosis of architectural distortion on digital breast tomosynthesis using radiomics and deep learning. December 30, 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
Orthopedics | Radiology Differential diagnosis of benign and malignant vertebral fracture on CT using deep learning. May 16, 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
Diagnostic Radiology | Radiation Oncology Improving CBCT Quality to CT Level using Deep-Learning with Generative Adversarial Network. December 1, 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
Radiology Diagnosis of Benign and Malignant Breast Lesions on DCE-MRI by Using Radiomics and Deep Learning With Consideration of Peritumor Tissue. November 1, 2019
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
Oncology | Pulmonology | Radiology Differentiation of spinal metastases originated from lung and other cancers using radiomics and deep learning based on DCE-MRI. March 10, 2019