Meghdoot Mozumder
Project Researcher
Department of Technical Physics, Faculty of Science, Forestry and Technology
Research groups
Research groups
Research interests
- Inverse problems
- Deep learning
- Optical tomography
- Biomedical imaging
Publications
21/21 items-
Non-stationary estimation of optical absorption in ultrasound-modulated diffuse optical tomography
Mozumder, Meghdoot; Seppänen, Aku; Tarvainen, Tanja, 2025, Journal of the optical society of america a: optics image science and vision, 42, 8, 1234-1243. A1 Journal article (refereed), original research -
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, 8, 4470-4485. A1 Journal article (refereed), original research -
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, 8, 4925-4942. A1 Journal article (refereed), original research -
Diffuse optical tomography setup using a nanosecond laser
Mozumder, Meghdoot; Leskinen, Jarkko; Tarvainen, Tanja, 2023, Contini, Davide; Hoshi, Yoko; O'Sullivan, Thomas D, Diffuse Optical Spectroscopy and Imaging IX, 1-3. A4 Conference proceedings -
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, 1, 113-137. A1 Journal article (refereed), original research -
A model-based iterative learning approach for diffuse optical tomography
Mozumder, Meghdoot; Hauptmann, Andreas; Nissilä, Ilkka; Arridge, Simon R.; Tarvainen, Tanja, 2022, IEEE transactions on medical imaging, 41, 5, 1289-1299. A1 Journal article (refereed), original research -
Diffuse optical tomography utilizing model-based learning
Mozumder, Meghdoot; Hauptmann, Andreas; Arridge, Simon R.; Tarvainen, Tanja, 2022, Biophotonics Congress: Biomedical Optics 2022. B3 Non-refereed conference proceedings -
Utilising nanosecond sources in diffuse optical tomography
Mozumder, Meghdoot; Leskinen, Jarkko; Tarvainen, Tanja, 2022, Measurement science and technology, 34, 2, 025901. A1 Journal article (refereed), original research -
Perturbation Monte Carlo in Quantitative Photoacoustic Tomography
Pulkkinen, Aki; Leino, Aleksi; Lunttila, Tuomas; Mozumder, Mehghdoot; Tarvainen, Tanja, 2021, Kim, Chuolhong; Laufer, Jan; Zemp, Roger J, Proc. SPIE, Opto-Acoustic Methods and Applications in Biophotonics V, 119230B. A4 Conference proceedings -
A truncated Fourier-transform based approach for time-domain diffuse optical tomography
Mozumder, Meghdoot; Tarvainen, Tanja, 2020, Optical society of America.