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Tim Adler
Tim Adler
Senior Data & Applied Scientist, hema.to GmbH, Germany
Verified email at hema.to - Homepage
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Cited by
Year
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
682021
Learned spectral decoloring enables photoacoustic oximetry
J Gröhl, T Kirchner, TJ Adler, L Hacker, N Holzwarth, ...
Scientific reports 11 (1), 6565, 2021
522021
Confidence estimation for machine learning-based quantitative photoacoustics
J Gröhl, T Kirchner, T Adler, L Maier-Hein
Journal of Imaging 4 (12), 147, 2018
372018
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
362021
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
322022
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
322019
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
322019
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
242022
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
212022
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
182022
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
162023
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
162019
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
112023
Medical out-of-distribution analysis challenge 2022
D Zimmerer, J Petersen, G Köhler, P Jäger, P Full, T Roß, T Adler, ...
Publisher: Zenodo, 2021
112021
Medical out-of-distribution analysis challenge
D Zimmerer, J Petersen, G Köhler, P Jäger, P Full, T Roß, T Adler, ...
Zenodo, 2020
112020
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
92021
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
92017
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
82023
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
82022
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
82021
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