Dr. Karsten H. Siller Profile

Dr. Karsten H. Siller

at Univ. of Virginia

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Publications (3)

Proceedings Article | 25 April 2023 Poster + Paper

Optimizing machine learning hyperparameters in two-photon FLIM image analysis

Brian Mbogo, Karsten Siller, Jiaxin Zhang, Horst Wallrabe, Shagufta Rehman Alam, Ammasi Periasamy

Proceedings Volume 12384, 123840Q (2023) https://doi.org/10.1117/12.2666216

KEYWORDS: Machine learning, Fluorescence lifetime imaging, Feature extraction, Data modeling, Image analysis, Artificial neural networks, Time correlated single photon counting

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Proceedings Article | 4 March 2022 Presentation + Paper

Characterization of phototoxic effects in multiphoton FLIM

Shagufta Rehman Alam, Horst Wallrabe, Kathryn Christopher, Karsten Siller, Ammasi Periasamy

Proceedings Volume 11965, 119650B (2022) https://doi.org/10.1117/12.2618514

KEYWORDS: Fluorescence lifetime imaging, Cell death, Super resolution microscopy, Mode conditioning cables, Luminescence, Imaging systems, Signal attenuation, Cancer, Laser induced damage, Pulsed laser operation

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Proceedings Article | 5 March 2021 Poster + Presentation + Paper

Machine learning architecture to predict drug response based on cancer cell FLIM images

Jiaxin Zhang, Horst Wallrabe, Karsten Siller, Shagufta Rehman Alam, Daniel Weller, Ammasi Periasamy

Proceedings Volume 11648, 116481G (2021) https://doi.org/10.1117/12.2584042

KEYWORDS: Machine learning, Fluorescence lifetime imaging, Cancer, Feature extraction, Prostate cancer, Microscopy, Luminescence, Associative arrays

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