Dr. Jose Agustin Almaraz-Damian Profile

Dr. Jose Agustin Almaraz-Damian

at Instituto Politécnico Nacional

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Author

Publications (5)

Proceedings Article | 20 June 2024 Presentation + Paper

Multiple GPU parallel real-time segmentation on breast lesions for ultrasound videos

Oscar Garcia-Avila, Volodymyr Ponomaryov, Jose Agustin Almaraz-Damian, Beatriz Paulina Garcia-Salgado, Rogelio Reyes-Reyes, Clara Cruz-Ramos

Proceedings Volume 13000, 130000H (2024) https://doi.org/10.1117/12.3017297

KEYWORDS: Image segmentation, Video, Video acceleration, Education and training, Ultrasonography, Medical imaging, Databases, Breast, Video processing, Machine learning

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Proceedings Article | 20 June 2024 Presentation + Paper

Multithreading approach for white blood cell segmentation implementation

Beatriz Garcia-Salgado, Volodymyr Ponomaryov, Jose Luis Diaz-Resendiz, Yeredith Mora-Martinez, Jose Alamaraz-Damian, Rogelio Reyes-Reyes, Sergiy Sadovnychiy

Proceedings Volume 13000, 130000I (2024) https://doi.org/10.1117/12.3017031

KEYWORDS: Image segmentation, Tunable filters, White blood cells, Image processing, RGB color model, Image filtering, Computer architecture, Image processing algorithms and systems, Windows, Visualization

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Proceedings Article | 27 May 2022 Presentation + Paper

Differentiation between paediatric pneumonia and normal chest x-ray images using convolutional neural networks and pseudo-attention module

Victor Galindo-Ramirez, Volodymyr Ponomaryov, J. Almaraz-Damian, Rogelio Reyes-Reyes, Clara Cruz-Ramos

Proceedings Volume 12102, 121020H (2022) https://doi.org/10.1117/12.2618338

KEYWORDS: CAD systems, Chest imaging, Lung, Image classification, Convolutional neural networks, Computer aided design, Image processing, Image filtering, Feature extraction, Convolution

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Proceedings Article | 27 May 2022 Presentation + Paper

Lung nodule classification based on deep learning networks and handcraft segmentation

Luis Salvador-Torres, Jose Almaraz-Damian, Volodymyr Ponomaryov, Rogelio Reyes-Reyes, Clara Cruz-Ramos

Proceedings Volume 12102, 121020G (2022) https://doi.org/10.1117/12.2618176

KEYWORDS: Lung, Image segmentation, CAD systems, Binary data, Image processing, Surgery, Lung cancer, Computed tomography, Liquids, Computer aided design

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Proceedings Article | 12 April 2021 Presentation + Paper

Chest x-ray classification using transfer learning on multi-GPU

Volodymyr Ponomaryov, Jose Almaraz-Damian, Rogelio Reyes-Reyes, Clara Cruz-Ramos

Proceedings Volume 11736, 117360H (2021) https://doi.org/10.1117/12.2587537

KEYWORDS: X-rays, X-ray imaging, Chest imaging, Image classification, CAD systems, Machine vision, Lung, Computer aided design, X-ray computed tomography, Visualization

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