| Reconstruction of initial pressure from limited view photoacoustic images using deep learning D Waibel, J Gröhl, F Isensee, T Kirchner, K Maier-Hein, L Maier-Hein Photons Plus Ultrasound: Imaging and Sensing 2018 10494, 196-203, 2018 | 99 | 2018 |
| Learned spectral decoloring enables photoacoustic oximetry J Gröhl, T Kirchner, TJ Adler, L Hacker, N Holzwarth, ... Scientific reports 11 (1), 6565, 2021 | 80* | 2021 |
| Context encoding enables machine learning-based quantitative photoacoustics T Kirchner, J Gröhl, L Maier-Hein Journal of biomedical optics 23 (5), 056008-056008, 2018 | 69* | 2018 |
| Signed real-time delay multiply and sum beamforming for multispectral photoacoustic imaging T Kirchner, F Sattler, J Gröhl, L Maier-Hein Journal of Imaging 4 (10), 121, 2018 | 43 | 2018 |
| Confidence estimation for machine learning-based quantitative photoacoustics J Gröhl, T Kirchner, T Adler, L Maier-Hein Journal of Imaging 4 (12), 147, 2018 | 38 | 2018 |
| Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks TJ Adler, L Ardizzone, A Vemuri, L Ayala, J Gröhl, T Kirchner, S Wirkert, ... International journal of computer assisted radiology and surgery 14, 997-1007, 2019 | 34 | 2019 |
| Photoacoustics can image spreading depolarization deep in gyrencephalic brain T Kirchner, J Gröhl, MA Herrera, T Adler, A Hernández-Aguilera, E Santos, ... Scientific reports 9 (1), 8661, 2019 | 17 | 2019 |
| MITK-OpenIGTLink for combining open-source toolkits in real-time computer-assisted interventions M Klemm, T Kirchner, J Gröhl, D Cheray, M Nolden, A Seitel, H Hoppe, ... International journal of computer assisted radiology and surgery 12, 351-361, 2017 | 14 | 2017 |
| Photoacoustic monitoring of blood oxygenation during neurosurgical interventions T Kirchner, J Gröhl, N Holzwarth, MA Herrera, A Hernández-Aguilera, ... Photons Plus Ultrasound: Imaging and Sensing 2019 10878, 14-18, 2019 | 11 | 2019 |
| Multiple illumination learned spectral decoloring for quantitative optoacoustic oximetry imaging T Kirchner, M Frenz Journal of biomedical optics 26 (8), 085001-085001, 2021 | 10 | 2021 |
| An open-source software platform for translational photoacoustic research and its application to motion-corrected blood oxygenation estimation T Kirchner, J Gröhl, F Sattler, MS Bischoff, A Laha, M Nolden, ... arXiv preprint arXiv:1901.09781, 2019 | 10 | 2019 |
| Freehand photoacoustic tomography for 3D angiography using local gradient information T Kirchner, E Wild, KH Maier-Hein, L Maier-Hein Photons Plus Ultrasound: Imaging and Sensing 2016 9708, 622-632, 2016 | 9 | 2016 |
| Invertible neural networks for uncertainty quantification in photoacoustic imaging JH Nölke, T Adler, J Gröhl, T Kirchner, L Ardizzone, C Rother, U Köthe, ... Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021 | 8 | 2021 |
| International photoacoustic standardisation consortium (IPASC): overview (conference presentation) S Bohndiek, J Brunker, J Gröhl, L Hacker, J Joseph, WC Vogt, P Armanetti, ... Photons Plus Ultrasound: Imaging and Sensing 2019 10878, 108781N, 2019 | 4 | 2019 |
| Light source calibration for multispectral imaging in surgery L Ayala, S Seidlitz, A Vemuri, SJ Wirkert, T Kirchner, TJ Adler, C Engels, ... International Journal of Computer Assisted Radiology and Surgery 15, 1117-1125, 2020 | 3 | 2020 |
| A micro-CT of a human skull T Kirchner arXiv preprint arXiv:2202.11519, 2022 | 2 | 2022 |
| Evaluation of ultrasound sensors for transcranial photoacoustic sensing and imaging T Kirchner, C Villringer, J Laufer Photoacoustics 33 (100556), 2023 | 1 | 2023 |
| Machine learning enabled multiple illumination quantitative optoacoustic oximetry imaging in humans T Kirchner, M Jaeger, M Frenz Biomedical optics express 13 (5), 2655-2667, 2022 | 1 | 2022 |
| Machine learning-based quantitative photoacoustic tomography (pat) L Maier-Hein, T Kirchner, J Gröhl | 1 | 2018 |
| Plano-concave optical sensor for transcranial photoacoustic measurements T Kirchner, C Villringer, M Gutke, J Laufer European Conference on Biomedical Optics, 126310R, 2023 | | 2023 |
Janek GröhlUniversity of CambridgeVerified email at cruk.cam.ac.uk
