Cardiology | Radiology Deformable Image Registration Using Vision Transformers for Cardiac Motion Estimation from Cine Cardiac MRI Images. October 11, 2024
Medical Imaging | Radiology | Surgery Investigating Transformer Encoding Techniques to Improve Data-Driven Volume-to-Surface Liver Registration for Image-Guided Navigation. August 14, 2024
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
Cardiology | Radiology A Deep Learning Framework for Image Super-Resolution for Late Gadolinium Enhanced Cardiac MRI. June 6, 2022
Medical Imaging | Surgery A Weakly Supervised Learning Approach for Surgical Instrument Segmentation from Laparoscopic Video Sequences. June 6, 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
Cardiology | Radiology Joint Deep Learning Framework for Image Registration and Segmentation of Late Gadolinium Enhanced MRI and Cine Cardiac MRI. June 3, 2021