Deep Learning | Healthcare | Machine Learning OpenFL: the open federated learning library. October 5, 2022
Medical Physics | Radiation Oncology | Radiation Therapy Robust deep learning-based forward dose calculations for VMAT on the 1.5T MR-Linac. October 5, 2022
Medical Imaging | Oncology | Radiology An inception-based deep multiparametric net to classify clinical significance MRI regions of prostate cancer. September 30, 2022
Medical Physics | Radiation Oncology Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy. September 29, 2022
Medical Imaging | Radiation Oncology Male pelvic multi-organ segmentation using token-based transformer Vnet. September 28, 2022
Medical Imaging | Nuclear Medicine Generation ofF-FDG PET standard scan images from short scans using cycle-consistent generative adversarial network. September 26, 2022
Nuclear Medicine | Oncology | Radiology Detecting multiple lesions of lung cancer-caused metastasis with bone scans using a self-defined object detection model based on SSD framework. September 22, 2022
Radiology Unsupervised contrastive learning based transformer for lung nodule detection. September 16, 2022
Colorectal Surgery | Oncology | Radiology Diagnosis of rectal cancer based on the Xception-MS network. September 2, 2022
Medical Physics | Radiation Oncology Domain knowledge driven 3D dose prediction using moment-based loss function. August 26, 2022
Radiology Highly accelerated MR parametric mapping by undersampling the k-space and reducing the contrast number simultaneously with deep learning. August 24, 2022