Orthopedics | Radiology Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging. May 14, 2019
Radiology Fast and fully-automated detection and segmentation of pulmonary nodules in thoracic CT scans using deep convolutional neural networks. May 3, 2019
Neurology | Sleep Medicine Deep learning for automated feature discovery and classification of sleep stages. April 29, 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
Cardiology | Radiology Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier. April 9, 2019
Oncology | Radiology Predicting malignant nodules by fusing deep features with classical radiomics features. March 29, 2019
Radiology Prostate segmentation in MRI using a convolutional neural network architecture and training strategy based on statistical shape models. March 25, 2019
Radiology Distinction between benign and malignant breast masses at breast ultrasound using deep learning method with convolutional neural network. March 19, 2019
Agriculture | Botany | Computer Science Detection of broadleaf weeds growing in turfgrass with convolutional neural networks. March 8, 2019
Computer Vision | Deep Learning | Pose Estimation In-Bed Pose Estimation: Deep Learning With Shallow Dataset. February 24, 2019
Oncology | Pulmonology | Radiology Automatic recognition of 3D GGO CT imaging signs through the fusion of hybrid resampling and layer-wise fine-tuning CNNs. February 7, 2019