Biology | Biomedical Research Iterative unsupervised domain adaptation for generalized cell detection from brightfield z-stacks. March 13, 2019
Orthopedics | Radiology SUSAN: segment unannotated image structure using adversarial network. March 12, 2019
Cardiology | Radiology CardioXNet: Automated Detection for Cardiomegaly Based on Deep Learning. March 6, 2019
Endocrinology | Obesity Research | Radiology Deep learning-based quantification of abdominal fat on magnetic resonance images. March 4, 2019
Radiology Automated Abdominal Segmentation of CT Scans for Body Composition Analysis Using Deep Learning. February 21, 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
Radiology Fully convolutional networks for automated segmentation of abdominal adipose tissue depots in multicenter water-fat MRI. February 12, 2019
Biomedical Engineering | Cardiology Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types. February 3, 2019
Radiation Oncology A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning. February 3, 2019
Medical Imaging | Oncology | Pathology Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard. February 1, 2019
Cardiology | Radiology Water-fat separation and parameter mapping in cardiac MRI via deep learning with a convolutional neural network. January 31, 2019
Nuclear Medicine | Radiology Generation of PET attenuation map for whole-body time-of-flight F-FDG PET/MRI using a deep neural network trained with simultaneously reconstructed activity and attenuation maps. January 26, 2019