Medical Imaging | Robotics | Surgery Inpainting surgical occlusion from laparoscopic video sequences for robot-assisted interventions. August 31, 2023
Cardiology | Radiology Deep learning architecture for 3D image super-resolution of late gadolinium enhanced cardiac MRI. May 26, 2023
Cardiology | Radiology CNN-Based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI. May 22, 2023
Pathology | Radiology Investigating the impact of class-dependent label noise in medical image classification. May 1, 2023
Biomedical Engineering | Radiology A Deep Learning Framework to Estimate Elastic Modulus from Ultrasound Measured Displacement Fields. 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
Cardiology | Radiology A Deep Learning Framework for Image Super-Resolution for Late Gadolinium Enhanced Cardiac MRI. June 6, 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 A Supervised Image Registration Approach for Late Gadolinium Enhanced MRI and Cine Cardiac MRI Using Convolutional Neural Networks. July 19, 2021