Radiology Pre-trained convolutional neural networks as feature extractors for tuberculosis detection. August 17, 2018
Radiology Automatic feature learning using multichannel ROI based on deep structured algorithms for computerized lung cancer diagnosis. August 17, 2018
Oncology | Radiology Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks. August 14, 2018
Radiation Oncology | Radiology Automatic segmentation of the clinical target volume and organs at risk in the planning CT for rectal cancer using deep dilated convolutional neural networks. July 25, 2018
Obstetrics and Gynecology | Radiology A Deep Learning Solution for Automatic Fetal Neurosonographic Diagnostic Plane Verification Using Clinical Standard Constraints. July 20, 2018
Cardiology | Radiology Automatic segmentation of the right ventricle from cardiac MRI using a learning-based approach. July 13, 2018
Medical Imaging | Radiology Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation. July 11, 2018
Oncology | Radiology | Urology A Deep Learning Approach for Targeted Contrast-Enhanced Ultrasound Based Prostate Cancer Detection. July 11, 2018
Neurology | Oncology | Radiology Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas. July 10, 2018
Cardiology | Ophthalmology | Pathology | Radiology A survey on deep learning in medical image analysis. July 9, 2018
Radiology Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge. July 9, 2018
Cardiology | Radiology Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography-Based Fractional Flow Reserve: Result From the MACHINE Consortium. June 19, 2018