Janek Gröhl - RankMe

35 papers Journal 25Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Digital twins enable full-reference quality assessment of photoacoustic image reconstructions. CoRR Janek Gröhl, Leonid Kunyansky, Jenni Poimala, Thomas R. Else, Francesca Di Cecio, Sarah E. Bohndiek, Ben T. Cox, Andreas Hauptmann
2025	—	`conf`	Parameter Choices in Haarpsi for IQA with Medical Images. ISBI Clemens Karner, Janek Gröhl, Ian Selby, Judith Babar, Jake Beckford, Thomas R. Else, Timothy J. Sadler, Shahab Shahipasand, Arthikkaa Thavakumar, Michael Roberts, James H. F. Rudd, Carola-Bibiane Schönlieb, Jonathan R. Weir-McCall, Anna Breger
2025	J	`jnl`	PhotIQA: A photoacoustic image data set with image quality ratings. CoRR Anna Breger, Janek Gröhl, Clemens Karner, Thomas R. Else, Ian Selby, Jonathan R. Weir-McCall, Carola-Bibiane Schönlieb
2024	—	`conf`	A Study on the Adequacy of Common IQA Measures for Medical Images. MICAD Anna Breger, Clemens Karner, Ian Selby, Janek Gröhl, Sören Dittmer, Edward Lilley, Judith Babar, Jake Beckford, Thomas R. Else, Timothy J. Sadler, Shahab Shahipasand, Arthikkaa Thavakumar, Michael Roberts, Carola-Bibiane Schönlieb
2024	J	`jnl`	A study of why we need to reassess full reference image quality assessment with medical images. CoRR Anna Breger, Ander Biguri, Malena Sabaté Landman, Ian Selby, Nicole Amberg, Elisabeth Brunner, Janek Gröhl, Sepideh Hatamikia, Clemens Karner, Lipeng Ning, Sören Dittmer, Michael Roberts, AIX-COVNET Collaboration, Carola-Bibiane Schönlieb
2024	J	`jnl`	A study on the adequacy of common IQA measures for medical images. CoRR Anna Breger, Clemens Karner, Ian Selby, Janek Gröhl, Sören Dittmer, Edward Lilley, Judith Babar, Jake Beckford, Timothy J. Sadler, Shahab Shahipasand, Arthikkaa Thavakumar, Michael Roberts, Carola-Bibiane Schönlieb
2024	J	`jnl`	Distribution-informed and wavelength-flexible data-driven photoacoustic oximetry. CoRR Janek Gröhl, Kylie Yeung, Kevin Gu, Thomas R. Else, Monika Golinska, Ellie V. Bunce, Lina Hacker, Sarah E. Bohndiek
2024	J	`jnl`	Moving Beyond Simulation: Data-Driven Quantitative Photoacoustic Imaging Using Tissue-Mimicking Phantoms. IEEE Trans. Medical Imaging Janek Gröhl, Thomas R. Else, Lina Hacker, Ellie V. Bunce, Paul W. Sweeney, Sarah E. Bohndiek
2024	J	`jnl`	PATATO: a Python photoacoustic tomography analysis toolkit. J. Open Source Softw. Thomas R. Else, Janek Gröhl, Lina Hacker, Sarah E. Bohndiek
2024	J	`jnl`	Parameter choices in HaarPSI for IQA with medical images. CoRR Clemens Karner, Janek Gröhl, Ian Selby, Judith Babar, Jake Beckford, Thomas R. Else, Timothy J. Sadler, Shahab Shahipasand, Arthikkaa Thavakumar, Michael Roberts, James H. F. Rudd, Carola-Bibiane Schönlieb, Jonathan R. Weir-McCall, Anna Breger
2023	—	`conf`	Abstract: Tattoo-Tomographie - Freihand-3D-Photoakustik und multimodale Bildfusion. Bildverarbeitung für die Medizin Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein
2023	J	`jnl`	Moving beyond simulation: data-driven quantitative photoacoustic imaging using tissue-mimicking phantoms. CoRR Janek Gröhl, Thomas R. Else, Lina Hacker, Ellie V. Bunce, Paul W. Sweeney, Sarah E. Bohndiek
2023	—	`conf`	Unsupervised Domain Transfer with Conditional Invertible Neural Networks. MICCAI (1) Kris K. Dreher, Leonardo Ayala, Melanie Schellenberg, Marco Hübner, Jan-Hinrich Nölke, Tim J. Adler, Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Janek Gröhl, Felix Nickel, Ullrich Köthe, Alexander Seitel, Lena Maier-Hein
2023	J	`jnl`	Unsupervised Domain Transfer with Conditional Invertible Neural Networks. CoRR Kris K. Dreher, Leonardo Ayala, Melanie Schellenberg, Marco Hübner, Jan-Hinrich Nölke, Tim J. Adler, Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Janek Gröhl, Felix Nickel, Ullrich Köthe, Alexander Seitel, Lena Maier-Hein
2021	—	`—`	Data-driven Quantitative Photoacoustic Imaging Janek Gröhl
2021	J	`jnl`	Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis. CoRR Melanie Schellenberg, Janek Gröhl, Kris Dreher, Niklas Holzwarth, Minu Dietlinde Tizabi, Alexander Seitel, Lena Maier-Hein
2021	—	`conf`	Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging. Bildverarbeitung für die Medizin Jan-Hinrich Nölke, Tim Adler, Janek Gröhl, Thomas Kirchner, Lynton Ardizzone, Carsten Rother, Ullrich Köthe, Lena Maier-Hein
2021	J	`jnl`	Semantic segmentation of multispectral photoacoustic images using deep learning. CoRR Janek Gröhl, Melanie Schellenberg, Kris Dreher, Niklas Holzwarth, Minu Dietlinde Tizabi, Alexander Seitel, Lena Maier-Hein
2021	J	`jnl`	Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern. Int. J. Comput. Assist. Radiol. Surg. Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein
2020	J	`jnl`	Deep learning for biomedical photoacoustic imaging: A review. CoRR Janek Gröhl, Melanie Schellenberg, Kris Dreher, Lena Maier-Hein
2020	J	`jnl`	Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room. CoRR Lena Maier-Hein, Martin Wagner, Tobias Roß, Annika Reinke, Sebastian Bodenstedt, Peter M. Full, Hellena Hempe, Diana Mîndroc-Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Anna Kisilenko, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Minu Tizabi, Matthias Eisenmann, Tim J. Adler, Janek Gröhl, Melanie Schellenberg, Silvia Seidlitz, T. Y. Emmy Lai, Veith Roethlingshoefer, Fabian Both, Sebastian Bittel, Marc Mengler, Martin Apitz, Stefanie Speidel, Hannes Götz Kenngott, Beat P. Müller-Stich
2020	J	`jnl`	Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging. CoRR Jan-Hinrich Nölke, Tim Adler, Janek Gröhl, Thomas Kirchner, Lynton Ardizzone, Carsten Rother, Ullrich Köthe, Lena Maier-Hein
2020	J	`jnl`	Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern. CoRR Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein
2019	J	`jnl`	An open-source software platform for translational photoacoustic research and its application to motion-corrected blood oxygenation estimation. CoRR Thomas Kirchner, Janek Gröhl, Franz Sattler, Moritz S. Bischoff, Angelika Laha, Marco Nolden, Lena Maier-Hein
2019	J	`jnl`	Estimation of blood oxygenation with learned spectral decoloring for quantitative photoacoustic imaging (LSD-qPAI). CoRR Janek Gröhl, Thomas Kirchner, Tim Adler, Lena Maier-Hein
2019	—	`conf`	Live Monitoring of Haemodynamic Changes with Multispectral Image Analysis. OR/MLCN@MICCAI Leonardo A. Ayala, Sebastian J. Wirkert, Janek Gröhl, Mildred A. Herrera, Adrián Hernández-Aguilera, Anant Suraj Vemuri, Edgar Santos, Lena Maier-Hein
2019	J	`jnl`	Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. Int. J. Comput. Assist. Radiol. Surg. Tim J. Adler, Lynton Ardizzone, Anant Suraj Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastian J. Wirkert, Jakob Kruse, Carsten Rother, Ullrich Köthe, Lena Maier-Hein
2019	J	`jnl`	Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. CoRR Tim J. Adler, Lynton Ardizzone, Anant Suraj Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastian J. Wirkert, Jakob Kruse, Carsten Rother, Ullrich Köthe, Lena Maier-Hein
2018	—	`conf`	Abstract: Rekonstruktion der initialen Druckverteilung photoakustischer Bilder mit limitiertem Blickwinkel durch maschinelle Lernverfahren. Bildverarbeitung für die Medizin Dominik Waibel, Janek Gröhl, Fabian Isensee, Klaus Hermann Maier-Hein, Lena Maier-Hein
2018	J	`jnl`	Confidence Estimation for Machine Learning-Based Quantitative Photoacoustics. J. Imaging Janek Gröhl, Thomas Kirchner, Tim Adler, Lena Maier-Hein
2018	J	`jnl`	Signed Real-Time Delay Multiply and Sum Beamforming for Multispectral Photoacoustic Imaging. J. Imaging Thomas Kirchner, Franz Sattler, Janek Gröhl, Lena Maier-Hein
2017	—	`conf`	Abstract: Quantitative Photoakustische Tomografie durch lokale Kontextkodierung. Bildverarbeitung für die Medizin Janek Gröhl, Thomas Kirchner, Lena Maier-Hein
2017	J	`jnl`	Local context encoding enables machine learning-based quantitative photoacoustics. CoRR Thomas Kirchner, Janek Gröhl, Lena Maier-Hein
2017	J	`jnl`	MITK-OpenIGTLink for combining open-source toolkits in real-time computer-assisted interventions. Int. J. Comput. Assist. Radiol. Surg. Martin Klemm, Thomas Kirchner, Janek Gröhl, Dominique Cheray, Marco Nolden, Alexander Seitel, Harald Hoppe, Lena Maier-Hein, Alfred M. Franz
2016	—	`conf`	Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation with Confidence. MICCAI (2) Lena Maier-Hein, Tobias Roß, Janek Gröhl, Ben Glocker, Sebastian Bodenstedt, Christian Stock, Eric Heim, Michael Götz, Sebastian J. Wirkert, Hannes Kenngott, Stefanie Speidel, Klaus H. Maier-Hein