Neonatology | Neurology | Radiology Deep learning-based parameter estimation in fetal diffusion-weighted MRI. August 29, 2021
Neurology | Radiology A machine learning-based method for estimating the number and orientations of major fascicles in diffusion-weighted magnetic resonance imaging. June 28, 2021
Neurology | Radiology Learning to Estimate the Fiber Orientation Distribution Function from Diffusion-Weighted MRI. June 28, 2021
Pathology | Radiology Transfer learning in medical image segmentation: New insights from analysis of the dynamics of model parameters and learned representations. May 22, 2021
Neuroradiology | Pediatric Radiology | Radiology A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI. December 22, 2020
Neurology | Pediatrics | Radiology LEARNING TO DETECT BRAIN LESIONS FROM NOISY ANNOTATIONS. September 3, 2020
Machine Learning | Medical Imaging | Radiology Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis. July 5, 2020
Pathology Deep Learning-Based Gleason Grading of Prostate Cancer from Histopathology Images – Role of Multiscale Decision Aggregation and Data Augmentation. September 30, 2019
Oncology | Radiation Oncology | Radiology Accurate and robust deep learning-based segmentation of the prostate clinical target volume in ultrasound images. July 23, 2019
Medical Imaging | Oncology | Pathology Comparison of Artificial Intelligence Techniques to Evaluate Performance of a Classifier for Automatic Grading of Prostate Cancer From Digitized Histopathologic Images. May 22, 2019
Radiology Prostate segmentation in MRI using a convolutional neural network architecture and training strategy based on statistical shape models. March 25, 2019