Dr. Gustavo Nino Profile

Dr. Gustavo Nino

at Childrens National Health System

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Publications (2)

Proceedings Article | 21 December 2018 Paper

LungAIR: an automated technique to predict hospitalization due to LRTI using fused information

Awais Mansoor, Gustavo Nino, Geovanny Perez, Marius George Linguraru

Proceedings Volume 10975, 109750H (2018) https://doi.org/10.1117/12.2508006

KEYWORDS: Lung, Chest imaging, Image segmentation, Opacity, Oxygen, Lung imaging, Pathology, Tissues, Chest

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Proceedings Article | 24 February 2017 Presentation + Paper

Marginal shape deep learning: applications to pediatric lung field segmentation

Awais Mansoor, Juan Cerrolaza, Geovany Perez, Elijah Biggs, Gustavo Nino, Marius George Linguraru

Proceedings Volume 10133, 1013304 (2017) https://doi.org/10.1117/12.2254412

KEYWORDS: Principal component analysis, Image segmentation, Lung, Statistical modeling, Chest imaging, Image classification, Medical imaging modalities, Statistical analysis, Optimization (mathematics), Machine learning, Pattern recognition, Object recognition, Data modeling

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