Ricardo A. Gonzales - researchr alias

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Viewing Publication 1 - 5 from 5

2022

Automated Measurements of Mitral and Tricuspid Annular Dimensions in Cardiovascular Magnetic ResonanceRicardo A. Gonzales, Jérôme Lamy, Felicia Seemann, Einar Heiberg, Dana C. Peters. isbi 2022: 1-4 [doi]

2021

Automated left atrial time-resolved segmentation in MRI long-axis cine images using active contoursRicardo A. Gonzales, Felicia Seemann, Jérôme Lamy, Per M. Arvidsson, Einar Heiberg, Victor Murray, Dana C. Peters. bmcmi, 21(1):101, 2021. [doi]

TVnet: Automated Time-Resolved Tracking of the Tricuspid Valve Plane in MRI Long-Axis Cine Images with a Dual-Stage Deep Learning PipelineRicardo A. Gonzales, Jérôme Lamy, Felicia Seemann, Einar Heiberg, John A. Onofrey, Dana C. Peters. miccai 2021: 567-576 [doi]

Ensemble of Deep Convolutional Neural Networks with Monte Carlo Dropout Sampling for Automated Image Segmentation Quality Control and Robust Deep Learning Using Small DatasetsEvan Hann, Ricardo A. Gonzales, Iulia A. Popescu, Qiang Zhang, Vanessa M. Ferreira, Stefan K. Piechnik. miua 2021: 280-293 [doi]

Deep neural network ensemble for on-the-fly quality control-driven segmentation of cardiac MRI T1 mappingEvan Hann, Iulia A. Popescu, Qiang Zhang, Ricardo A. Gonzales, Ahmet Barutcu, Stefan Neubauer, Vanessa M. Ferreira, Stefan K. Piechnik. mia, 71:102029, 2021. [doi]

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