Medical Imaging | Robotics | Surgery Inpainting surgical occlusion from laparoscopic video sequences for robot-assisted interventions. August 31, 2023
Cardiology | Radiology STAMP: A Self-training Student-Teacher Augmentation-Driven Meta Pseudo-Labeling Framework for 3D Cardiac MRI Image Segmentation. May 1, 2023
Pathology | Radiology Investigating the impact of class-dependent label noise in medical image classification. May 1, 2023
Cardiology | Radiology Learning Deep Representations of Cardiac Structures for 4D Cine MRI Image Segmentation through Semi-Supervised Learning. May 1, 2023
Cardiology | Radiology Joint Segmentation and Uncertainty Estimation of Ventricular Structures from Cardiac MRI using a Bayesian CondenseUNet. October 21, 2022
Radiology A Multi-Task Cross-Task Learning Architecture for Ad Hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation. June 1, 2022
Cardiology | Radiology Calibration of cine MRI segmentation probability for uncertainty estimation using a multi-task cross-task learning architecture. May 31, 2022
Cardiology | Medical Imaging Motion Extraction of the Right Ventricle from 4D Cardiac Cine MRI Using A Deep Learning-Based Deformable Registration Framework. December 11, 2021
Cardiology | Radiology CondenseUNet: A memory-efficient condensely-connected architecture for bi-ventricular blood pool and myocardium segmentation. July 25, 2020
Robot-assisted surgery | Surgery U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instruments from Laparoscopic Images. January 17, 2020
Neurology | Radiology A Modified U-Net Convolutional Network Featuring a Nearest-neighbor Re-sampling-based Elastic-Transformation for Brain Tissue Characterization and Segmentation. June 20, 2019