Dr. Andriy I. Batchinsky Profile

Dr. Andriy I. Batchinsky

at Geneva Foundation

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Author

Publications (3)

Proceedings Article | 13 March 2024 Presentation

Assessment of proximal airway volume (PAV) in acute respiratory distress syndrome (ARDS) using optical coherence tomography (OCT) through deep learning

Raksha Sreeramachandra Murthy, Li-Dek Chou, Andriy Batchinsky, Zhongping Chen

Proceedings Volume PC12818, (2024) https://doi.org/10.1117/12.3003599

KEYWORDS: Optical coherence tomography, Deep learning, Injuries, Image segmentation, Performance modeling, Image analysis, Error analysis, Animals, Animal model studies, Lung

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Proceedings Article | 17 March 2023 Presentation

Deep learning-based assessment of acute respiratory distress syndrome (ARDS) using optical coherence tomography (OCT)

Raksha Sreeramachandra Murthy, Yusi Miao, Li-Dek Chou, Andriy Batchinsky, Zhongping Chen

Proceedings Volume 12354, 123540K (2023) https://doi.org/10.1117/12.2670002

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Proceedings Article | 7 March 2022 Presentation

Application of U-Net convolutional neural network in evaluating pig airway volume for the assessment of acute respiratory distress syndrome (ARDS) using optical coherence tomography (OCT)

Raksha Sreeramachandra Murthy, Li-Dek Chou, Andriy Batchinsky, Zhongping Chen

Proceedings Volume 11937, 1193704 (2022) https://doi.org/10.1117/12.2610666

KEYWORDS: Optical coherence tomography, Convolutional neural networks, Image segmentation, Neural networks, Injuries, Therapeutics, Medical imaging, Computer programming, Biomedical optics

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