Pulmonology | Radiology Improvement of fully automated airway segmentation on volumetric computed tomographic images using a 2.5 dimensional convolutional neural net. April 9, 2019
Neurosurgery | Radiology Clinical Evaluation of a Multiparametric Deep Learning Model for Glioblastoma Segmentation Using Heterogeneous Magnetic Resonance Imaging Data From Clinical Routine. April 9, 2019
Cardiology | Radiology Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier. April 9, 2019
Cardiology | Radiology Fully convolutional multi-scale residual DenseNets for cardiac segmentation and automated cardiac diagnosis using ensemble of classifiers. April 9, 2019
Neurology | Radiology 3D regression neural network for the quantification of enlarged perivascular spaces in brain MRI. April 9, 2019
Neurology | Psychiatry A Novel Method of Building Functional Brain Network Using Deep Learning Algorithm with Application in Proficiency Detection. April 9, 2019
Radiology An application of cascaded 3D fully convolutional networks for medical image segmentation. April 9, 2019
Ophthalmology | Radiology A collaborative computer aided diagnosis (C-CAD) system with eye-tracking, sparse attentional model, and deep learning. April 9, 2019
Neurology | Radiology Segmentation of white matter hyperintensities using convolutional neural networks with global spatial information in routine clinical brain MRI with none or mild vascular pathology. April 9, 2019
Audiology | Speech and Hearing Sciences Single-ended prediction of listening effort using deep neural networks. April 9, 2019
Pulmonology | Radiology Disease Staging and Prognosis in Smokers Using Deep Learning in Chest Computed Tomography. April 9, 2019