Cardiology | Radiology A Convolutional Neural Network-based Deformable Image Registration Method for Cardiac Motion Estimation from Cine Cardiac MR Images. June 3, 2021
Cardiology | Radiology Joint Deep Learning Framework for Image Registration and Segmentation of Late Gadolinium Enhanced MRI and Cine Cardiac MRI. June 3, 2021
Cardiology | Radiology Automated Segmentation of Cardiac Chambers from Cine Cardiac MRI Using an Adversarial Network Architecture. July 25, 2020
Cardiology | Radiology CondenseUNet: A memory-efficient condensely-connected architecture for bi-ventricular blood pool and myocardium segmentation. July 25, 2020
Cardiology | Radiology An Adversarial Network Architecture Using 2D U-Net Models for Segmentation of Left Ventricle from Cine Cardiac MRI. 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
Radiology Cine Cardiac MRI Slice Misalignment Correction Towards Full 3D Left Ventricle Segmentation. February 1, 2019