Papers and Publications
2018
Espinosa, Carlos Cano; Gonzalez-Serrano, German; Washko, George R.; Cazorla, Miguel; Estepar, Raul Jose
Automated Agatston score computation in non-ECG gated CT scans using deep learning Proceedings Article
In: Proceedings of the sPIE: Medical Imaging 2018, 2018.
Links | BibTeX | Tags: Agatston score, AI, deep learning, non-ECG CT
@inproceedings{Cano2018sPIE,
title = {Automated Agatston score computation in non-ECG gated CT scans using deep learning},
author = {Carlos Cano Espinosa and German Gonzalez-Serrano and George R. Washko and Miguel Cazorla and Raul Jose Estepar},
doi = {10.1117/12.2293681},
year = {2018},
date = {2018-02-01},
booktitle = {Proceedings of the sPIE: Medical Imaging 2018},
keywords = {Agatston score, AI, deep learning, non-ECG CT},
pubstate = {published},
tppubtype = {inproceedings}
}
Cano-Espinosa, Carlos; Gonzalez-Serrano, German; Washko, George R; Cazorla, Miguel; Estepar, Raul San Jose
On the Relevance of the Loss Function in the Agatston score Regression from Non-ECG Gated CT scans Book Section
In: Image Analysis for Moving Organ, Breast, and Thoracic Images, pp. 326-334, Springer, 2018.
BibTeX | Tags: Agatston score, AI, loss function, non-ECG CT, regression
@incollection{cano2018relevance,
title = {On the Relevance of the Loss Function in the Agatston score Regression from Non-ECG Gated CT scans},
author = {Carlos Cano-Espinosa and German Gonzalez-Serrano and George R Washko and Miguel Cazorla and Raul San Jose Estepar},
year = {2018},
date = {2018-01-01},
booktitle = {Image Analysis for Moving Organ, Breast, and Thoracic Images},
pages = {326-334},
publisher = {Springer},
keywords = {Agatston score, AI, loss function, non-ECG CT, regression},
pubstate = {published},
tppubtype = {incollection}
}
2016
Gonzalez-Serrano, German; Washko, George R.; Estepar, Raul San Jose
Automated Agatston score computation in a large dataset of non ECG-gated chest computed tomography Proceedings Article
In: Proceedings – International Symposium on Biomedical Imaging, pp. 53-57, 2016, ISSN: 19458452.
Abstract | Links | BibTeX | Tags: Agatston score, AI, coronary calcification, large dataset, non ECG-gated CT
@inproceedings{Gonzalez2016,
title = {Automated Agatston score computation in a large dataset of non ECG-gated chest computed tomography},
author = {German Gonzalez-Serrano and George R. Washko and Raul San Jose Estepar},
doi = {10.1109/ISBI.2016.7493209},
issn = {19458452},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings - International Symposium on Biomedical Imaging},
volume = {2016-June},
pages = {53-57},
abstract = {...},
keywords = {Agatston score, AI, coronary calcification, large dataset, non ECG-gated CT},
pubstate = {published},
tppubtype = {inproceedings}
}