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 | 75 | 2021 |
Learned spectral decoloring enables photoacoustic oximetry J Gröhl, T Kirchner, TJ Adler, L Hacker, N Holzwarth, ... Scientific reports 11 (1), 6565, 2021 | 56 | 2021 |
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 | 39 | 2022 |
Confidence estimation for machine learning-based quantitative photoacoustics J Gröhl, T Kirchner, T Adler, L Maier-Hein Journal of Imaging 4 (12), 147, 2018 | 37 | 2018 |
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 | 36 | 2021 |
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 | 35 | 2019 |
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 | 32 | 2022 |
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 | 32 | 2019 |
Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 25 | 2022 |
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 | 21 | 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 | 18 | 2019 |
Why is the winner the best? M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, S Ali, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 17 | 2023 |
Spectral imaging enables contrast agent–free real-time ischemia monitoring in laparoscopic surgery L Ayala, TJ Adler, S Seidlitz, S Wirkert, C Engels, A Seitel, J Sellner, ... Science advances 9 (10), eadd6778, 2023 | 13 | 2023 |
Medical out-of-distribution analysis challenge 2022 D Zimmerer, J Petersen, G Köhler, P Jäger, P Full, T Roß, T Adler, ... Publisher: Zenodo, 2021 | 12 | 2021 |
Medical out-of-distribution analysis challenge D Zimmerer, J Petersen, G Köhler, P Jäger, P Full, T Roß, T Adler, ... Zenodo, 2020 | 11 | 2020 |
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 | 10 | 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 | 10 | 2019 |
Unsupervised domain transfer with conditional invertible neural networks KK Dreher, L Ayala, M Schellenberg, M Hübner, JH Nölke, TJ Adler, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 9 | 2023 |
Robust hand tracking for surgical telestration LR Müller, J Petersen, A Yamlahi, P Wise, TJ Adler, A Seitel, ... International Journal of Computer Assisted Radiology and Surgery 17 (8 …, 2022 | 9 | 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 | 9 | 2021 |