Research groups
Research groups
Research interests
- Inverse problems
- Deep learning
- Optical tomography
- Biomedical imaging
Publications
21/21 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 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: 4925-4942 A1 Journal article (refereed), original research -
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. 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: 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: 1289-1299 A1 Journal article (refereed), original research -
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 B3 Non-refereed conference proceedings -
Utilising nanosecond sources in diffuse optical tomography
Mozumder, Meghdoot; Leskinen, Jarkko; Tarvainen, Tanja. 2022. Measurement science and technology. 34: A1 Journal article (refereed), original research -
Fourier transform provides computational advantages for time-domain diffuse optical tomography
Mozumder, Meghdoot; Tarvainen, Tanja. 2021. Proceedings of SPIE : the International Society for Optical Engineering -
Perturbation Monte Carlo in Quantitative Photoacoustic Tomography
Pulkkinen, Aki; Leino, Aleksi; Lunttila, Tuomas; Mozumder, Mehghdoot; Tarvainen, Tanja. Teoksessa: Kim, Chuolhong; Laufer, Jan; Zemp, Roger J(toim.) , 2021. Proc. SPIE, Opto-Acoustic Methods and Applications in Biophotonics V. s. 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