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Suprosanna Shit
at Technische Univ. München
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Publications (2)
SPIE Journal Paper | 24 September 2024 Open Access
Learnable real-time inference of molecular composition from diffuse spectroscopy of brain tissue
Ivan Ezhov, Kevin Scibilia, Luca Giannoni, Florian Kofler, Ivan Iliash, Felix Hsieh, Suprosanna Shit, Charly Caredda, Frédéric Lange, Bruno Montcel, Ilias Tachtsidis, Daniel Rueckert
JBO, Vol. 29, Issue 09, 093509, (September 2024) https://doi.org/10.1117/12.10.1117/1.JBO.29.9.093509
KEYWORDS: Scattering, Data modeling, Machine learning, Education and training, Body composition, RGB color model, Near infrared spectroscopy, Brain tissue, Tissues, Absorption
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Proceedings Article | 9 August 2023 Paper
Identifying chromophore fingerprints of brain tumor tissue on hyperspectral imaging using principal component analysis
Ivan Ezhov, Luca Giannoni, Suprosanna Shit, Frédéric Lange, Florian Kofler, Bjoern Menze, Ilias Tachtsidis, Daniel Rueckert
Proceedings Volume 12628, 1262826 (2023) https://doi.org/10.1117/12.2670775
KEYWORDS: Tissues, Tumors, Chromophores, Blood vessels, Principal component analysis, Absorption, Absorption spectrum, Reflectivity, Brain tissue, Statistical analysis
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