Quantitative Tomography Using Coupled Physics of Waves

Información del proyecto

QUANTOM

Identificador del acuerdo de subvención: 101001417

DOI

10.3030/101001417

Fecha de la firma de la CE 8 Febrero 2021

Fecha de inicio 1 Junio 2021

Fecha de finalización 30 Noviembre 2026

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 2 000 000,00

Aportación de la UE

€ 2 000 000,00

Coordinado por

ITA-SUOMEN YLIOPISTO
Finland

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Conference proceedings (8)

Computationally efficient forward model for photoacoustic tomography

Autores: Teemu Sahlström, Aki Pulkkinen, Jarkko Leskinen, Tanja Tarvainen
Publicado en: Opto-Acoustic Methods and Applications in Biophotonics V, Edición 11923: 1192308, 2021, ISBN 978-1-5106-4713-8
Editor: SPIE
DOI: 10.1117/12.2615855

Image reconstruction in quantitative photoacoustic tomography using adaptive optical Monte Carlo

Autores: Niko Hänninen, Aki Pulkkinen, Simon Arridge, Tanja Tarvainen
Publicado en: Photons Plus Ultrasound: Imaging and Sensing, Edición 12379: 1237916, 2023, ISSN 2410-9045
Editor: SPIE
DOI: 10.1117/12.2647252

Perturbation Monte Carlo in quantitative photoacoustic tomography

Autores: Aki Pulkkinen, Aleksi Leino, Tuomas Lunttila, Meghdoot Mozumder, Tanja Tarvainen
Publicado en: Opto-Acoustic Methods and Applications in Biophotonics V, Edición 11923: 119230B, 2021, ISBN 978-1-5106-4713-8
Editor: SPIE
DOI: 10.1117/12.2615870

Utilizing variational autoencoders in photoacoustic tomography

Autores: Teemu Sahlström, Tanja Tarvainen
Publicado en: Photons Plus Ultrasound: Imaging and Sensing 2023, Edición 12379:1237914, 2023
Editor: SPIE
DOI: 10.1117/12.2644801

Diffuse optical tomography setup using a nanosecond laser

Autores: Meghdoot Mozumder, Jarkko Leskinen, Tanja Tarvainen
Publicado en: Diffuse Optical Spectroscopy and Imaging IX, Edición 12628; 1262820, 2023
Editor: SPIE
DOI: 10.1117/12.2670651

Deep learning in photoacoustic tomography utilizing variational autoencoders

Autores: Teemu Sahlström, Tanja Tarvainen
Publicado en: Opto-Acoustic Methods and Applications in Biophotonics VI, Edición 12631: 1263108, 2023
Editor: SPIE
DOI: 10.1117/12.2670860

Compensating modeling errors of diffusion approximation in quantitative photoacoustic tomography using a Bayesian approach

Autores: Niko Hänninen, Aki Pulkkinen, Aleksi Leino, Tanja Tarvainen
Publicado en: Opto-Acoustic Methods and Applications in Biophotonics V, Edición 1192309: 1192309, 2021, ISBN 978-1-5106-4713-8
Editor: SPIE
DOI: 10.1117/12.2615866

One-step estimation of spectral optical parameters in quantitative photoacoustic tomography

Autores: Miika Suhonen, Aki Pulkkinen, Tanja Tarvainen
Publicado en: Opto-Acoustic Methods and Applications in Biophotonics VI, Edición 12631: 126310D, 2023
Editor: SPIE
DOI: 10.1117/12.2675588

Thesis and dissertations (3)

Computational methods for modelling and inverse problem of photoacoustic tomography

Autores: Teemu Sahlström
Publicado en: Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, Edición 30, 2023, ISBN 978-952-61-5174-8
Editor: University of Eastern Finland, Faculty of Science, Forestry and Technology, Department of Technical Physics

Background-oriented schlieren imaging for measuring ultrasound fields

Autores: Eero Koponen
Publicado en: Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, Edición 40, 2024, ISBN 978-952-61-5174-8
Editor: University of Eastern Finland, Faculty of Science, Forestry and Technology, Department of Technical Physics

Image reconstruction and uncertainty quantification in quantitative photoacoustic tomography

Autores: Niko Hänninen
Publicado en: Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, Edición 29, 2023, ISBN 978-952-61-5174-8
Editor: University of Eastern Finland, Faculty of Science, Forestry and Technology, Department of Technical Physics

Peer reviewed articles (12)

Computationally efficient forward model for photoacoustic tomography

Autores: Eero Koponen, Jarkko Leskinen, Tanja Tarvainen, Aki Pulkkinen
Publicado en: The Journal of the Acoustical Society of America, Edición 154(6), 2023, Página(s) 3726-3736, ISSN 1084-7529
Editor: Optical Society of America
DOI: 10.1121/10.0023949

Adaptive stochastic Gauss-Newton with optical Monte Carlo in quantitative photoacoustic tomography

Autores: Niko Hänninen, Aki Pulkkinen, Simon Arridge, Tanja Tarvainen
Publicado en: Journal of Biomedical Optics, Edición 27(8), 2022, Página(s) 083013, ISSN 1560-2281
Editor: SPIE
DOI: 10.1117/1.jbo.27.8.083013

Single-stage approach for estimating optical parameters in spectral quantitative photoacoustic tomography

Autores: Miika Suhonen, Aki Pulkkinen, Tanja Tarvainen
Publicado en: Journal of the Optical Society of America, Edición 41(3), 2024, Página(s) 527-542, ISSN 1084-7529
Editor: Optical Society of America
DOI: 10.1364/josaa.518768

A Bayesian approach for consistent reconstruction of inclusions

Autores: BM Afkham, K Knudsen, AK Rasmussen, T Tarvainen
Publicado en: Inverse Problems, Edición 40, 2024, Página(s) 045004, ISSN 0266-5611
Editor: Institute of Physics Publishing
DOI: 10.1088/1361-6420/ad2531

Assembly of fluorophore J-aggregates with nanospacer onto mesoporous nanoparticles for enhanced photoacoustic imaging

Autores: Wujun Xu, Jarkko Leskinen, Teemu Sahlström, Emilia Happonen, Tanja Tarvainen, Vesa-Pekka Lehto
Publicado en: Photoacoustics, Edición 33:100552, 2023, ISSN 2213-5979
Editor: Elsevier GmbH
DOI: 10.1016/j.pacs.2023.100552

Nonlinear estimation of pressure projection of ultrasound fields in background-oriented schlieren imaging

Autores: Eero Koponen, Jarkko Leskinen, Tanja Tarvainen, Aki Pulkkinen
Publicado en: Journal of the Optical Society of America A, Edición 39(4), 2022, Página(s) 552-562, ISSN 1084-7529
Editor: Optical Society of America
DOI: 10.1364/josaa.433762

Benchmark problems for transcranial ultrasound simulation: Intercomparison of compressional wave models

Autores: Jean-Francois Aubry, Oscar Bates, Christian Boehm, Kim Butts Pauly, Douglas Christensen, Carlos Cueto, Pierre Gélat, Lluis Guasch, Jiri Jaros, Yun Jing, Rebecca Jones, Ningrui Li, Patrick Marty, Hazael Montanaro, Esra Neufeld, Samuel Pichardo, Gianmarco Pinton, Aki Pulkkinen, Antonio Stanziola, Axel Thielscher, Bradley Treeby, Elwin van 't Wout
Publicado en: The Journal of the Acoustical Society of America, Edición 152 (2), 2022, Página(s) 1003, ISSN 0001-4966
Editor: Acoustical Society of America
DOI: 10.1121/10.0013426

Utilising nanosecond sources in diffuse optical tomography

Autores: Meghdoot Mozumder, Jarkko Leskinen, Tanja Tarvainen
Publicado en: Measurement Science and Technology, Edición 34 (2), 2022, Página(s) 025901, ISSN 0957-0233
Editor: Institute of Physics and the Physical Society
DOI: 10.1088/1361-6501/ac9e11

A model-based iterative learning approach for diffuse optical tomography

Autores: Meghdoot Mozumder, Andreas Hauptmann, Ilkka Nissiä, Simon R Arridge, Tanja Tarvainen
Publicado en: IEEE Transactions on Medical Imaging, Edición 41(5), 2022, Página(s) 1289-1299, ISSN 0278-0062
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmi.2021.3136461

Sparsity promoting reconstructions via hierarchical prior models in diffuse optical tomography

Autores: Manninen, Anssi; Mozumder, Meghdoot; Tarvainen, Tanja; Hauptmann, Andreas
Publicado en: Inverse Problems and Imaging, Edición 18(1), 2024, Página(s) 113-137, ISSN 1930-8337
Editor: American Institute of Mathematical Sciences
DOI: 10.3934/ipi.2023025

Quantitative photoacoustic tomography: modelling and inverse problems

Autores: Tanja Tarvainen, Ben Cox
Publicado en: Journal of Biomedical Optics, Edición 29(S1), 2023, Página(s) S11509, ISSN 1083-3668
Editor: S P I E - International Society for Optical Engineering
DOI: 10.1117/1.jbo.29.s1.s11509

Utilizing Variational Autoencoders in the Bayesian Inverse Problem of Photoacoustic Tomography

Autores: Teemu Sahlström, Tanja Tarvainen
Publicado en: SIAM Journal on Imaging Sciences, Edición 16(1):89-110, 2023, ISSN 1936-4954
Editor: Society for Industrial and Applied Mathematics
DOI: 10.1137/22m1489897