Producción intelectual de Santiago Gomez Hernandez

2022

A digital cardiac disease biomarker from a generative progressive cardiac cine?MRI representation

Cardiac cine-MRI is one of the most important diagnostic tools used to assess the morphology and physiology of the heart during the cardiac cycle. Nonetheless, the analysis on cardiac cine-MRI is poorly exploited and remains highly dependent on the observer"s expertise. This work...


Autor(es): Santiago Gomez.   David Edmundo Romo.   Fabio Martinez.  



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2021

Cardiac Disease Representation Conditioned by Spatio-temporal Priors in Cine-MRI Sequences Using Generative Embedding Vectors

Cardiac cine-MRI is one of the most important diagnostic tools for characterizing heart-related pathologies. This imaging technique allows clinicians to assess the morphology and physiology of the heart during the cardiac cycle. Nonetheless, the analysis on cardiac cine-MRI is hi...


Autor(es): Henry Ivan Peña.   Santiago Gomez.   David Edmundo Romo.   Fabio Martinez.  



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