Orthopedics | Radiology Stacked sparse autoencoder networks and statistical shape models for automatic staging of distal femur trochlear dysplasia. February 15, 2019
Neurology | Radiology TractSeg – Fast and accurate white matter tract segmentation. February 15, 2019
Neurology | Radiology Deep learning applied to whole-brain connectome to determine seizure control after epilepsy surgery. February 15, 2019
Neuroradiology | Radiology A Deep Learning-Based Approach to Reduce Rescan and Recall Rates in Clinical MRI Examinations. February 14, 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
Neurology | Radiology Simultaneous NODDI and GFA parameter map generation from subsampled q-space imaging using deep learning. February 12, 2019
Radiology Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning. February 12, 2019
Oncology | Radiology Developed and validated a prognostic nomogram for recurrence-free survival after complete surgical resection of local primary gastrointestinal stromal tumors based on deep learning. February 8, 2019
Biomedical Engineering | Oncology | Radiology Radiomics: a critical step towards integrated healthcare. February 8, 2019
Pathology | Radiology | Urology Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study. February 7, 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