Meghdoot Mozumder - UEFConnect

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Information Publications

Research groups

Computational Physics and Inverse Problems resear… 01.01.2010 -

Research groups

Research interests

Inverse problems
Deep learning
Optical tomography
Biomedical imaging

Keywords

diffuse optical tomography imaging science inverse problems magnetic resonance imaging mathematical modelling

Publications

14/14 items

Diffuse optical tomography of the brain: effects of inaccurate baseline optical parameters and refinements using learned post-processing
Mozumder, Meghdoot; Hirvi, Pauliina; Nissilä, Ilkka; Hauptmann, Andreas; Ripoll, Jorge; Singh, David E. 2024. Biomedical optics express. 15: 4470-4485
Stochastic Gauss-Newton method for estimating absorption and scattering in optical tomography with the Monte Carlo method for light transport
Kangasniemi, Jonna; Mozumder, Meghdoot; Pulkkinen, Aki; Tarvainen, Tanja. 2024. Biomedical optics express. 15: 4925-4942
Diffuse optical tomography setup using a nanosecond laser
Mozumder, Meghdoot; Leskinen, Jarkko; Tarvainen, Tanja. Teoksessa: Contini, Davide; Hoshi, Yoko; O'Sullivan, Thomas D(toim.) , 2023. Diffuse Optical Spectroscopy and Imaging IX. s. 1-3.
Sparsity promoting reconstructions via hierarchical prior models in diffuse optical tomography
Manninen, Anssi; Mozumder, Meghdoot; Tarvainen, Tanja; Hauptmann, Andreas. 2023. Inverse problems and imaging. 2024; 18: 113-137
Diffuse optical tomography utilizing model-based learning
Mozumder, Meghdoot; Hauptmann, Andreas; Arridge, Simon R.; Tarvainen, Tanja. Teoksessa: (toim.) , 2022. Biophotonics Congress: Biomedical Optics 2022. s. . Optical Society of America
Utilising nanosecond sources in diffuse optical tomography
Mozumder, Meghdoot; Leskinen, Jarkko; Tarvainen, Tanja. 2022. Measurement science and technology. 34:
Population-based Bayesian regularization for microstructural diffusion MRI with NODDIDA
Mozumder, M; Pozo, JM; Coelho, S; Frangi, AF. 2019. Magnetic resonance in medicine. 82: 1553-1565
Quantitative histomorphometry of capillary microstructure in deep white matter
Mozumder, M; Pozo, JM; Coelho, S; Costantini, M; Simpson, J; Highley, JR; Ince, PG; Frangi, AF. 2019. Neuroimage : clinical. 23: 101839
Approximate marginalization of absorption and scattering in fluorescence diffuse optical tomography
Mozumder Meghdoot, Tarvainen Tanja, Arridge Simon, Kaipio Jari P, d'Andrea Cosimo, Kolehmainen Ville. 2016. Inverse problems and imaging. 10: 227-246
Image reconstruction with error modelling in diffuse optical tomography
Mozumder Meghdoot. 2015. Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences
Nonlinear approach to difference imaging in diffuse optical tomography
Mozumder Meghdoot, Tarvainen Tanja, Seppänen Aku, Nissilä Ilkka, Arridge Simon R, Kolehmainen Ville. 2015. Journal of biomedical optics. 20:
Compensation of modeling errors due to unknown domain boundary in diffuse optical tomography
Mozumder Meghdoot, Tarvainen Tanja, Kaipio Jari P, Arridge Simon R, Kolehmainen Ville. 2014. Journal of the optical society of america a: optics image science and vision. 31: 1847-1855
Compensation of optode position and sensitivity errors in diffuse optical tomography
Mozumder Meghdoot, Tarvainen Tanja, Arridge Simon R, Kaipio Jari, Kolehmainen Ville. Teoksessa: Meghdoot Mozumder, Tanja Tarvainen, Simon R. Arridge, Jari Kaipio, and Ville Kolehmainen(toim.) , 2014. Compensation of optode position and sensitivity errors in diffuse optical tomography. s. BM3A.76.
Compensation of optode sensitivity and position errors in diffuse optical tomography using the approximation error approach
M. Mozumder, T. Tarvainen, S. R. Arridge, J. P. Kaipio, V. Kolehmainen. 2013. Biomedical optics express. 4: 2015-2031