Ricardo A. Gonzales

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 5

Top Topics

Magnetic Resonance

Fully Automated

Top Venues

Medical Image Anal.

BMC Medical Imaging

Publications

Ricardo A. Gonzales, Jérôme Lamy, Felicia Seemann, Einar Heiberg, Dana C. Peters
Automated Measurements of Mitral and Tricuspid Annular Dimensions in Cardiovascular Magnetic Resonance. ISBI (2022)
Ricardo A. Gonzales, Jérôme Lamy, Felicia Seemann, Einar Heiberg, John A. Onofrey, Dana C. Peters
TVnet: Automated Time-Resolved Tracking of the Tricuspid Valve Plane in MRI Long-Axis Cine Images with a Dual-Stage Deep Learning Pipeline. MICCAI (6) (2021)
Ricardo A. Gonzales, Felicia Seemann, Jérôme Lamy, Per M. Arvidsson, Einar Heiberg, Víctor Murray, Dana C. Peters
Automated left atrial time-resolved segmentation in MRI long-axis cine images using active contours. BMC Medical Imaging 21 (1) (2021)
Evan Hann, Ricardo A. Gonzales, Iulia A. Popescu, Qiang Zhang, Vanessa M. Ferreira, Stefan K. Piechnik
Ensemble of Deep Convolutional Neural Networks with Monte Carlo Dropout Sampling for Automated Image Segmentation Quality Control and Robust Deep Learning Using Small Datasets. MIUA (2021)
Evan Hann, Iulia A. Popescu, Qiang Zhang, Ricardo A. Gonzales, Ahmet Barutcu, Stefan Neubauer, Vanessa M. Ferreira, Stefan K. Piechnik
Deep neural network ensemble for on-the-fly quality control-driven segmentation of cardiac MRI T1 mapping. Medical Image Anal. 71 (2021)