Diffuse optical tomography utilizing model-based learning

Meghdoot Mozumder; Andreas Hauptmann; Andreas Hauptmann; Simon R. Arridge; Tanja Tarvainen; Tanja Tarvainen

doi:10.1364/TRANSLATIONAL.2022.JTu3A.10

Biophotonics Congress: Biomedical Optics 2022 (Translational, Microscopy, OCT, OTS, BRAIN)
Technical Digest Series (Optica Publishing Group, 2022),
paper JTu3A.10
•https://doi.org/10.1364/TRANSLATIONAL.2022.JTu3A.10

Diffuse optical tomography utilizing model-based learning

Meghdoot Mozumder, Andreas Hauptmann, Simon R. Arridge, and Tanja Tarvainen

Microscopy Histopathology and Analytics 2022

Fort Lauderdale, Florida United States
24–27 April 2022
ISBN: 978-1-957171-03-6

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Joint Poster Session II Virtual (JTu3A)

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M. Mozumder, A. Hauptmann, S. R. Arridge, and T. Tarvainen, "Diffuse optical tomography utilizing model-based learning," in Biophotonics Congress: Biomedical Optics 2022 (Translational, Microscopy, OCT, OTS, BRAIN), Technical Digest Series (Optica Publishing Group, 2022), paper JTu3A.10.

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Abstract

Diffuse optical tomography image reconstruction is solved with an approach that combined learned components with model equations. The approach improved estimates for targets with various different image features.

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