Papers and Publications
2025
González-Serrano, Germán; Galant, Joaquín; Salinas, José María; Benítez, Emilia; Sánchez-Valverde, Maria Dolores; Calbo, Jorge; Cerrolaza, Nicolás
Classification and segmentation of hip fractures in x-rays: highlighting fracture regions for interpretable diagnosis Journal Article
In: Insights into Imaging, vol. 16, no. 1, pp. 86, 2025.
Links | BibTeX | Tags: AI, medical imaging
@article{gonzalez2025classification,
title = {Classification and segmentation of hip fractures in x-rays: highlighting fracture regions for interpretable diagnosis},
author = {Germán González-Serrano and Joaquín Galant and José María Salinas and Emilia Benítez and Maria Dolores Sánchez-Valverde and Jorge Calbo and Nicolás Cerrolaza},
url = {https://insightsimaging.springeropen.com/articles/10.1186/s13244-025-01958-y},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
journal = {Insights into Imaging},
volume = {16},
number = {1},
pages = {86},
publisher = {Springer},
keywords = {AI, medical imaging},
pubstate = {published},
tppubtype = {article}
}
2020
Cano-Espinosa, Carlos; Gonzalez-Serrano, German; Washko, George R.; Cazorla, Miguel; Estepar, Raul San Jose
Biomarker Localization from Deep Learning Regression Networks Journal Article
In: IEEE Transactions on Medical Imaging, vol. 39, no. 6, pp. 2121-2132, 2020.
BibTeX | Tags: AI, biomarker localization, deep learning, medical imaging
@article{Espinosa20,
title = {Biomarker Localization from Deep Learning Regression Networks},
author = {Carlos Cano-Espinosa and German Gonzalez-Serrano and George R. Washko and Miguel Cazorla and Raul San Jose Estepar},
year = {2020},
date = {2020-01-01},
journal = {IEEE Transactions on Medical Imaging},
volume = {39},
number = {6},
pages = {2121-2132},
keywords = {AI, biomarker localization, deep learning, medical imaging},
pubstate = {published},
tppubtype = {article}
}
2019
Espinosa, Carlos Cano; Gonzalez-Serrano, German; Washko, George R.; Cazorla, Miguel; Estepar, Raul San Jose
Localizing Image-Based Biomarker Regression without Training Masks: A New Approach to Biomarker Discovery Proceedings Article
In: Proc. of IEEE 16th International symposium on Biomedical Imaging (isbi), 2019, ISSN: 19458452.
Links | BibTeX | Tags: AI, biomarker regression, deep learning, medical imaging
@inproceedings{isbiCano2019,
title = {Localizing Image-Based Biomarker Regression without Training Masks: A New Approach to Biomarker Discovery},
author = {Carlos Cano Espinosa and German Gonzalez-Serrano and George R. Washko and Miguel Cazorla and Raul San Jose Estepar},
doi = {10.1109/ISBI.2019.8759474},
issn = {19458452},
year = {2019},
date = {2019-01-01},
booktitle = {Proc. of IEEE 16th International symposium on Biomedical Imaging (isbi)},
keywords = {AI, biomarker regression, deep learning, medical imaging},
pubstate = {published},
tppubtype = {inproceedings}
}
2015
Rodriguez-Lopez, Sara; Jimenez-Carretero, Daniel; Estepar, Raul San Jose; Moreno, Eduardo Fraile; Kumamaru, Kanako K.; Rybicki, Frank J.; Ledesma-Carbayo, Maria J.; Gonzalez-Serrano, German
Automatic ventricle detection in Computed Tomography Pulmonary Angiography Proceedings Article
In: Proceedings – International Symposium on Biomedical Imaging, pp. 1143-1146, 2015, ISSN: 19458452.
Abstract | Links | BibTeX | Tags: 2.5D detector, AI, CTPA, medical imaging, ventricle detection
@inproceedings{RodriguezLopez2015,
title = {Automatic ventricle detection in Computed Tomography Pulmonary Angiography},
author = {Sara Rodriguez-Lopez and Daniel Jimenez-Carretero and Raul San Jose Estepar and Eduardo Fraile Moreno and Kanako K. Kumamaru and Frank J. Rybicki and Maria J. Ledesma-Carbayo and German Gonzalez-Serrano},
doi = {10.1109/ISBI.2015.7164074},
issn = {19458452},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings - International Symposium on Biomedical Imaging},
volume = {2015-July},
pages = {1143-1146},
abstract = {...},
keywords = {2.5D detector, AI, CTPA, medical imaging, ventricle detection},
pubstate = {published},
tppubtype = {inproceedings}
}