Oncology | Radiology Lymph node detection in MR Lymphography: false positive reduction using multi-view convolutional neural networks. November 27, 2019
Pathology | Urology Development of a Deep Learning Algorithm for the Histopathologic Diagnosis and Gleason Grading of Prostate Cancer Biopsies: A Pilot Study. November 26, 2019
Medical Imaging | Radiology | Urology Multimodal feature learning and fusion on B-mode ultrasonography and sonoelastography using point-wise gated deep networks for prostate cancer diagnosis. November 19, 2019
Oncology | Pathology | Radiology Epithelium segmentation and automated Gleason grading of prostate cancer via deep learning in label-free multiphoton microscopic images. November 11, 2019
Oncology | Radiology | Urology Current and future applications of machine and deep learning in urology: a review of the literature on urolithiasis, renal cell carcinoma, and bladder and prostate cancer. November 6, 2019
Medical Imaging | Radiology Semi-supervised mp-MRI data synthesis with StitchLayer and auxiliary distance maximization. October 24, 2019
Medical Imaging | Oncology | Radiology Synthetic MRI-aided multi-organ segmentation on male pelvic CT using cycle consistent deep attention network. October 21, 2019
Pathology | Radiology | Urology Classification of Cancer at Prostate MRI: Deep Learning versus Clinical PI-RADS Assessment. October 8, 2019
Pathology Deep Learning-Based Gleason Grading of Prostate Cancer from Histopathology Images – Role of Multiscale Decision Aggregation and Data Augmentation. September 30, 2019
Oncology | Pathology Computerized Classification of Prostate Cancer Gleason Scores from Whole Slide Images. September 19, 2019
Medical Imaging | Radiation Oncology Comparison of deep learning-based and patch-based methods for pseudo-CT generation in MRI-based prostate dose planning. September 10, 2019
Medical Physics | Radiation Oncology Evaluation of a deep learning-based pelvic synthetic CT generation technique for MRI-based prostate proton treatment planning. September 5, 2019