Ms. Saga Helgadottir Profile

Saga Helgadottir

at Gothenburg Univ

SPIE Involvement:

Author

Publications (7)

Proceedings Article | 1 August 2021 Presentation

Quantitative digital microscopy with deep learning

Benjamin Midtvedt, Saga Helgadottir, Aykut Argun, Jesús Pineda, Daniel Midtvedt, Giovanni Volpe

Proceedings Volume 11804, 1180413 (2021) https://doi.org/10.1117/12.2596979

KEYWORDS: Microscopy, Video microscopy, Image analysis, Physics, Particles, Biology

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Proceedings Article | 1 August 2021 Presentation

Virtual genetic diagnosis for familial hypercholesterolemia powered by machine learning

Saga Helgadottir, Stefano Romeo, Giovanni Volpe

Proceedings Volume 11804, 118041C (2021) https://doi.org/10.1117/12.2593438

KEYWORDS: Genetics, Machine learning, Heart, Receivers, Neural networks, Mode conditioning cables, Gold, Evolutionary algorithms, Diagnostics

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Proceedings Article | 1 August 2021 Presentation

Quantitative biological analysis of brightfield cell images using deep learning

Jesús Pineda, Saga Helgadottir, Benjamin Midtvedt, Alan Abirsh, Caroline Adiels, Stefano Romeo, Daniel Midtvedt, Giovanni Volpe

Proceedings Volume 11804, 118041H (2021) https://doi.org/10.1117/12.2596044

KEYWORDS: Biological research, Luminescence, Chemical analysis, Microscopy, Quantitative analysis, Neural networks, Nanomedicine, Medical diagnostics, Image analysis

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Proceedings Article | 1 August 2021 Poster

Virtual live/dead cell assay using deep learning

Zofia Korczak, Jesús Pineda, Saga Helgadottir, Giovanni Volpe, Caroline Adiels

Proceedings Volume 11804, 1180424 (2021) https://doi.org/10.1117/12.2593971

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Proceedings Article | 1 August 2021 Presentation

Improving epidemic testing and containment strategies using machine learning

Laura Natali, Saga Helgadottir, Onofrio Marago, Giovanni Volpe

Proceedings Volume 11804, 118041B (2021) https://doi.org/10.1117/12.2593594

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Proceedings Article | 20 August 2020 Presentation

Quantitative digital microscopy with deep learning

Benjamin Midtvedt, Saga Helgadottir, Aykut Argun, Daniel Midtvedt, Giovanni Volpe

Proceedings Volume 11469, 114691B (2020) https://doi.org/10.1117/12.2567479

KEYWORDS: Microscopy, Machine learning, Computer programming, Video, Image analysis, Digital imaging, Interfaces, Optical microscopy, Optical design, Human-machine interfaces

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Proceedings Article | 20 August 2020 Presentation

Digital video microscopy with deep learning

Saga Helgadottir, Aykut Argun, Giovanni Volpe

Proceedings Volume 11469, 1146918 (2020) https://doi.org/10.1117/12.2566918

KEYWORDS: Particles, Video microscopy, Detection and tracking algorithms, Image segmentation, Digital imaging, Convolutional neural networks, Computer simulations, Image processing algorithms and systems, Evolutionary algorithms, Holography

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Showing 5 of 7 publications

Conference Committee Involvement (2)

Emerging Topics in Artificial Intelligence (ETAI) 2022

21 August 2022 | San Diego, California, United States

Emerging Topics in Artificial Intelligence (ETAI) 2021

1 August 2021 | San Diego, California, United States

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