Neurology | Radiology Fluid-attenuated inversion recovery MRI synthesis from multisequence MRI using three-dimensional fully convolutional networks for multiple sclerosis. March 3, 2019
Neuroradiology | Radiology Hybrid 3D/2D Convolutional Neural Network for Hemorrhage Evaluation on Head CT. March 1, 2019
Radiology Classification of breast cancer in ultrasound imaging using a generic deep learning analysis software: a pilot study. March 1, 2019
Oncology | Radiology Prediction of Occult Invasive Disease in Ductal Carcinoma in Situ Using Deep Learning Features. March 1, 2019
Radiology DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images. February 28, 2019
Radiology Deep Learning for Fast and Spatially-Constrained Tissue Quantification from Highly-Accelerated Data in Magnetic Resonance Fingerprinting. February 28, 2019
Cardiology | Radiology Deep learning cardiac motion analysis for human survival prediction. February 28, 2019
Neurology | Radiology Fully Automatic Brain Tumor Segmentation using End-To-End Incremental Deep Neural Networks in MRI images. February 28, 2019
Obstetrics | Radiology Fully automated, real-time 3D ultrasound segmentation to estimate first trimester placental volume using deep learning. February 28, 2019
Radiology Deep Residual Learning for Accelerated MRI Using Magnitude and Phase Networks. February 28, 2019
Medical Imaging | Oncology | Radiology Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks. February 28, 2019