| Heidelberg colorectal data set for surgical data science in the sensor operating room L Maier-Hein, M Wagner, T Ross, A Reinke, S Bodenstedt, PM Full, ... Scientific data 8 (1), 101, 2021 | 48 | 2021 |
| Learned spectral decoloring enables photoacoustic oximetry J Gröhl, T Kirchner, TJ Adler, L Hacker, N Holzwarth, ... Scientific reports 11 (1), 6565, 2021 | 35 | 2021 |
| Effectiveness and cost-effectiveness of four different strategies for SARS-CoV-2 surveillance in the general population (CoV-Surv Study): study protocol for a two … A Deckert, S Anders, M De Allegri, HT Nguyen, A Souares, S McMahon, ... Trials 22, 1-9, 2021 | 34 | 2021 |
| Confidence estimation for machine learning-based quantitative photoacoustics J Gröhl, T Kirchner, T Adler, L Maier-Hein Journal of Imaging 4 (12), 147, 2018 | 32 | 2018 |
| Estimation of blood oxygenation with learned spectral decoloring for quantitative photoacoustic imaging (LSD-qPAI) J Gröhl, T Kirchner, T Adler, L Maier-Hein arXiv preprint arXiv:1902.05839, 2019 | 29 | 2019 |
| 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, 1-11, 2019 | 27 | 2019 |
| Robust deep learning-based semantic organ segmentation in hyperspectral images S Seidlitz, J Sellner, J Odenthal, B Özdemir, A Studier-Fischer, S Knödler, ... Medical Image Analysis 80, 102488, 2022 | 14 | 2022 |
| 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 | 12 | 2019 |
| Medical out-of-distribution analysis challenge (Mar 2020) D Zimmerer, J Petersen, G Köhler, P Jäger, P Full, T Roß, T Adler, ... URL https://doi. org/10.5281/zenodo 3784230, 0 | 11 | |
| Medical out-of-distribution analysis challenge D Zimmerer, J Petersen, G Köhler, P Jäger, P Full, T Roß, T Adler, ... Zenodo, 2020 | 10 | 2020 |
| MOOD 2020: A public Benchmark for Out-of-Distribution Detection and Localization on medical Images D Zimmerer, PM Full, F Isensee, P Jäger, T Adler, J Petersen, G Köhler, ... IEEE Transactions on Medical Imaging 41 (10), 2728-2738, 2022 | 9 | 2022 |
| Real driving NOx emissions of European trucks and detection of manipulated emission systems D Pöhler, T Adler, C Krufczik, M Horbanski, J Lampel, U Platt EGU General Assembly Conference Abstracts, 13991, 2017 | 9 | 2017 |
| Spectral organ fingerprints for intraoperative tissue classification with hyperspectral imaging A Studier-Fischer, S Seidlitz, J Sellner, M Wiesenfarth, L Ayala, B Özdemir, ... bioRxiv, 2021.11. 24.469943, 2021 | 7 | 2021 |
| Spectral organ fingerprints for machine learning-based intraoperative tissue classification with hyperspectral imaging in a porcine model A Studier-Fischer, S Seidlitz, J Sellner, B Özdemir, M Wiesenfarth, L Ayala, ... Scientific Reports 12 (1), 11028, 2022 | 6 | 2022 |
| 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 | 6 | 2021 |
| Video-rate multispectral imaging in laparoscopic surgery: First-in-human application L Ayala, S Wirkert, A Vemuri, T Adler, S Seidlitz, S Pirmann, C Engels, ... arXiv preprint arXiv:2105.13901, 2021 | 5 | 2021 |
| Heidelberg colorectal data set for surgical data science in the sensor operating room. Sci Data 8: 101 L Maier-Hein, M Wagner, T Ross, A Reinke, S Bodenstedt, PM Full, ... | 5 | 2021 |
| Out of distribution detection for intra-operative functional imaging TJ Adler, L Ayala, L Ardizzone, HG Kenngott, A Vemuri, BP Müller-Stich, ... Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and …, 2019 | 5 | 2019 |
| Medical out-of-distribution analysis challenge. 2020 D Zimmerer, J Petersen, G Köhler, P Jäger, P Full, T Roß Publisher: Zenodo, 0 | 5 | |
| Real Driving NOx Emissions and Emission Manipulations of Trucks observed with Plume Chasing. D Pöhler, T Engel, U Roth, M Horbanski, J Lampel, T Adler, U Platt Geophysical Research Abstracts 21, 2019 | 4 | 2019 |
Lena Maier-HeinProfessor, German Cancer Research CenterVerified email at dkfz.de
