Publications by authors named "Janek Grohl"

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A Study of Why We Need to Reassess Full Reference Image Quality Assessment with Medical Images.
Anna Breger, Ander Biguri, Malena Sabaté Landman, Ian Selby, Nicole Amberg

J Imaging Inform Med· December 2025

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Artifacts in photoacoustic imaging: Origins and mitigations.
Max T Rietberg, Janek Gröhl, Thomas R Else, Sarah E Bohndiek, Srirang Manohar

Photoacoustics· October 2025

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Anthropomorphic tissue-mimicking phantoms for oximetry validation in multispectral optical imaging.
Kris K Dreher, Janek Gröhl, Friso Grace, Leonardo Ayala, Jan-Hinrich Nölke

J Biomed Opt· July 2025

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Digital twins enable full-reference quality assessment of photoacoustic image reconstructions.
Janek Gröhl, Leonid Kunyansky, Jenni Poimala, Thomas R Else, Francesca Di Cecio

J Acoust Soc Am· July 2025

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Performance evaluation of image co-registration methods in photoacoustic mesoscopy of the vasculature.
Thierry L Lefebvre, Paul W Sweeney, Janek Grohl, Lina Hacker, Emma L Brown

Phys Med Biol· September 2024

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Unsupervised Segmentation of 3D Microvascular Photoacoustic Images Using Deep Generative Learning.
Paul W Sweeney, Lina Hacker, Thierry L Lefebvre, Emma L Brown, Janek Gröhl

Adv Sci (Weinh)· August 2024

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Teachability of multispectral optoacoustic tomography.
Yi Li, Janek Gröhl, Briain Haney, Milenko Caranovic, Eva Lorenz-Meyer

J Biophotonics· July 2024

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Distribution-informed and wavelength-flexible data-driven photoacoustic oximetry.
Janek Gröhl, Kylie Yeung, Kevin Gu, Thomas R Else, Monika Golinska

J Biomed Opt· June 2024

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Tutorial on methods for estimation of optical absorption and scattering properties of tissue.
Ran Tao, Janek Gröhl, Lina Hacker, Antonio Pifferi, Darren Roblyer

J Biomed Opt· June 2024

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Moving Beyond Simulation: Data-Driven Quantitative Photoacoustic Imaging Using Tissue-Mimicking Phantoms.
Janek Grohl, Thomas R Else, Lina Hacker, Ellie V Bunce, Paul W Sweeney

IEEE Trans Med Imaging· March 2024

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Effects of skin tone on photoacoustic imaging and oximetry.
Thomas R Else, Lina Hacker, Janek Gröhl, Ellie V Bunce, Ran Tao

J Biomed Opt· January 2024

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A review of a strategic roadmapping exercise to advance clinical translation of photoacoustic imaging: From current barriers to future adoption.
Hisham Assi, Rui Cao, Madhura Castelino, Ben Cox, Fiona J Gilbert

Photoacoustics· August 2023

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A Stable Phantom Material for Optical and Acoustic Imaging.
Lina Hacker, Aoife M Ivory, James Joseph, Janek Gröhl, Bajram Zeqiri

J Vis Exp· June 2023

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Photoacoustic image synthesis with generative adversarial networks.
Melanie Schellenberg, Janek Gröhl, Kris K Dreher, Jan-Hinrich Nölke, Niklas Holzwarth

Photoacoustics· December 2022

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The IPASC data format: A consensus data format for photoacoustic imaging.
Janek Gröhl, Lina Hacker, Ben T Cox, Kris K Dreher, Stefan Morscher

Photoacoustics· June 2022

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Semantic segmentation of multispectral photoacoustic images using deep learning.
Melanie Schellenberg, Kris K Dreher, Niklas Holzwarth, Fabian Isensee, Annika Reinke

Photoacoustics· June 2022

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Quantification of vascular networks in photoacoustic mesoscopy.
Emma L Brown, Thierry L Lefebvre, Paul W Sweeney, Bernadette J Stolz, Janek Gröhl

Photoacoustics· June 2022

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SIMPA: an open-source toolkit for simulation and image processing for photonics and acoustics.
Janek Gröhl, Kris K Dreher, Melanie Schellenberg, Tom Rix, Niklas Holzwarth

J Biomed Opt· April 2022

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Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern.
Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke

Int J Comput Assist Radiol Surg· July 2021

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Deep learning for biomedical photoacoustic imaging: A review.
Janek Gröhl, Melanie Schellenberg, Kris Dreher, Lena Maier-Hein

Photoacoustics· June 2021

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Heidelberg colorectal data set for surgical data science in the sensor operating room.
Lena Maier-Hein, Martin Wagner, Tobias Ross, Annika Reinke, Sebastian Bodenstedt

Sci Data· April 2021

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Learned spectral decoloring enables photoacoustic oximetry.
Janek Gröhl, Thomas Kirchner, Tim J Adler, Lina Hacker, Niklas Holzwarth

Sci Rep· March 2021

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Context encoding enables machine learning-based quantitative photoacoustics (Erratum).
Thomas Kirchner, Janek Gröhl, Lena Maier-Hein

J Biomed Opt· April 2020

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Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks.
Tim J Adler, Lynton Ardizzone, Anant Vemuri, Leonardo Ayala, Janek Gröhl

Int J Comput Assist Radiol Surg· June 2019

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Photoacoustics can image spreading depolarization deep in gyrencephalic brain.
Thomas Kirchner, Janek Gröhl, Mildred A Herrera, Tim Adler, Adrián Hernández-Aguilera

Sci Rep· June 2019

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