Radiology Prostate segmentation in MRI using a convolutional neural network architecture and training strategy based on statistical shape models. March 25, 2019
Radiology Combining MRF-based deformable registration and deep binary 3D-CNN descriptors for large lung motion estimation in COPD patients. March 25, 2019
Cardiology | Radiology 3D/2D model-to-image registration by imitation learning for cardiac procedures. March 25, 2019
Pathology Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images. March 25, 2019
Pathology | Radiology Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies. March 24, 2019
Anesthesiology | Medical Imaging | Radiology Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. March 23, 2019
Neurosurgery | Otolaryngology | Radiology Toward an automatic preoperative pipeline for image-guided temporal bone surgery. March 19, 2019
Radiology Evolutionary image simplification for lung nodule classification with convolutional neural networks. March 18, 2019
Radiology A deep learning framework for efficient analysis of breast volume and fibroglandular tissue using MR data with strong artifacts. March 6, 2019
Pathology | Radiology | Urology Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study. February 7, 2019
Robot-assisted surgery | Surgical training Deep learning with convolutional neural network for objective skill evaluation in robot-assisted surgery. January 8, 2019