Dr. German Gonzalez Serrano Profile

Dr. German Gonzalez Serrano

at Brigham and Womens Hospital

SPIE Involvement:

Author

Publications (5)

Proceedings Article | 2 March 2018 Presentation + Paper

Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scans

Germán González, George Washko, Raúl San José Estépar

Proceedings Volume 10574, 105741H (2018) https://doi.org/10.1117/12.2293455

KEYWORDS: Emphysema, Computed tomography, Image segmentation, Lung, Biological research, Bone, Databases, Chest, Artificial intelligence, Machine learning

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Proceedings Article | 2 March 2018 Paper

Multiorgan structures detection using deep convolutional neural networks

Jorge Onieva Onieva, Germán González Serrano, Thomas Young, George Washko, María Jesús Ledesma Carbayo, Raúl San José Estépar

Proceedings Volume 10574, 1057428 (2018) https://doi.org/10.1117/12.2293761

KEYWORDS: Chest, Medical imaging, Computed tomography, Aorta, Liver, Arteries, Convolutional neural networks, Heart, Network architectures

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Proceedings Article | 2 March 2018 Paper

Automated Agatston score computation in non-ECG gated CT scans using deep learning

Carlos Cano-Espinosa, Germán González, George Washko, Miguel Cazorla, Raúl San José Estépar

Proceedings Volume 10574, 105742K (2018) https://doi.org/10.1117/12.2293681

KEYWORDS: Computed tomography, Heart, Chest, Convolutional neural networks, Arteries, Computer aided diagnosis and therapy, Artificial neural networks, Medical image processing

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Proceedings Article | 27 February 2014 Paper

System for clinical photometric stereo endoscopy

Nicholas Durr, Germán González, Daryl Lim, Giovanni Traverso, Norman Nishioka, Benjamin Vakoc, Vicente Parot

Proceedings Volume 8935, 89351F (2014) https://doi.org/10.1117/12.2038119

KEYWORDS: Endoscopy, Video, Endoscopes, Light sources, Video processing, Image processing, Colon, Light emitting diodes, Tissues, Optical fibers

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SPIE Journal Paper | 17 July 2013 Open Access

Photometric stereo endoscopy

Vicente Parot, Daryl Lim, German Gonzalez, Giovanni Traverso, Norman Nishioka, Benjamin Vakoc, Nicholas Durr

JBO, Vol. 18, Issue 07, 076017, (July 2013) https://doi.org/10.1117/12.10.1117/1.JBO.18.7.076017

KEYWORDS: Endoscopy, Light sources, Endoscopes, Tissues, Prototyping, Natural surfaces, Cameras, Colon, Picosecond phenomena, Imaging systems

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