Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Janek Gröhl

Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern

Nov 11, 2020
Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu D. Tizabi, Beat P. Müller-Stich, Lena Maier-Hein

* 12 pages, 5 figures 

  Access Paper or Ask Questions

Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging

Nov 10, 2020
Jan-Hinrich Nölke, Tim Adler, Janek Gröhl, Lynton Ardizzone, Carsten Rother, Ullrich Köthe, Lena Maier-Hein

* 7 pages, 4 figures, submitted to "Bildverarbeitung f\"ur die Medizin (BVM) 2021" 

  Access Paper or Ask Questions

Deep learning for biomedical photoacoustic imaging: A review

Nov 05, 2020
Janek Gröhl, Melanie Schellenberg, Kris Dreher, Lena Maier-Hein

* 31 pages, 8 figures, 3 tables, 169 references 

  Access Paper or Ask Questions

Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room

May 28, 2020
Lena Maier-Hein, Martin Wagner, Tobias Ross, Annika Reinke, Sebastian Bodenstedt, Peter M. Full, Hellena Hempe, Diana Mindroc-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 G. Kenngott, Beat P. Müller-Stich

* Submitted to Nature Scientific Data 

  Access Paper or Ask Questions

Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks

Mar 08, 2019
Tim J. Adler, Lynton Ardizzone, Anant Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastian Wirkert, Jakob Kruse, Carsten Rother, Ullrich Köthe, Lena Maier-Hein

* Accepted at IPCAI 2019 

  Access Paper or Ask Questions

Estimation of blood oxygenation with learned spectral decoloring for quantitative photoacoustic imaging (LSD-qPAI)

Feb 15, 2019
Janek Gröhl, Thomas Kirchner, Tim Adler, Lena Maier-Hein

* 5 pages 

  Access Paper or Ask Questions

Context encoding enables machine learning-based quantitative photoacoustics

Jan 29, 2018
Thomas Kirchner, Janek Gröhl, Lena Maier-Hein

* under review JBO 

  Access Paper or Ask Questions