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Lena Maier-Hein
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A large annotated medical image dataset for the development and evaluation of segmentation algorithms
AL Simpson, M Antonelli, S Bakas, M Bilello, K Farahani, B Van Ginneken, ...
arXiv preprint arXiv:1902.09063, 2019
8642019
The medical segmentation decathlon
M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ...
Nature communications 13 (1), 4128, 2022
5742022
Analyzing inverse problems with invertible neural networks
L Ardizzone, J Kruse, S Wirkert, D Rahner, EW Pellegrini, RS Klessen, ...
arXiv preprint arXiv:1808.04730, 2018
5132018
Electromagnetic tracking in medicine—a review of technology, validation, and applications
AM Franz, T Haidegger, W Birkfellner, K Cleary, TM Peters, L Maier-Hein
IEEE transactions on medical imaging 33 (8), 1702-1725, 2014
4942014
Deep learning in medical image analysis and multimodal learning for clinical decision support: 4th international workshop, dlmia 2018, and 8th international workshop, ml-cds …
D Stoyanov, Z Taylor, G Carneiro, T Syeda-Mahmood, A Martel, ...
Springer, 2018
4792018
The Medical Imaging Interaction Toolkit: challenges and advances: 10 years of open-source development
M Nolden, S Zelzer, A Seitel, D Wald, M Müller, AM Franz, D Maleike, ...
International journal of computer assisted radiology and surgery 8, 607-620, 2013
4522013
Surgical data science for next-generation interventions
L Maier-Hein, SS Vedula, S Speidel, N Navab, R Kikinis, A Park, ...
Nature Biomedical Engineering 1 (9), 691-696, 2017
407*2017
Comparative validation of polyp detection methods in video colonoscopy: results from the MICCAI 2015 endoscopic vision challenge
J Bernal, N Tajkbaksh, FJ Sanchez, BJ Matuszewski, H Chen, L Yu, ...
IEEE transactions on medical imaging 36 (6), 1231-1249, 2017
3732017
Optical techniques for 3D surface reconstruction in computer-assisted laparoscopic surgery
L Maier-Hein, P Mountney, A Bartoli, H Elhawary, D Elson, A Groch, ...
Medical image analysis 17 (8), 974-996, 2013
3122013
Why rankings of biomedical image analysis competitions should be interpreted with care
L Maier-Hein, M Eisenmann, A Reinke, S Onogur, M Stankovic, P Scholz, ...
Nature communications 9 (1), 5217, 2018
2772018
Monai: An open-source framework for deep learning in healthcare
MJ Cardoso, W Li, R Brown, N Ma, E Kerfoot, Y Wang, B Murrey, ...
arXiv preprint arXiv:2211.02701, 2022
1732022
Session independent non-audible speech recognition using surface electromyography
L Maier-Hein, F Metze, T Schultz, A Waibel
IEEE Workshop on Automatic Speech Recognition and Understanding, 2005., 331-336, 2005
1662005
Surgical data science–from concepts toward clinical translation
L Maier-Hein, M Eisenmann, D Sarikaya, K März, T Collins, A Malpani, ...
Medical image analysis 76, 102306, 2022
1602022
Deep learning for biomedical photoacoustic imaging: A review
J Gröhl, M Schellenberg, K Dreher, L Maier-Hein
Photoacoustics 22, 100241, 2021
1552021
Convergent iterative closest-point algorithm to accomodate anisotropic and inhomogenous localization error
L Maier-Hein, AM Franz, TR Dos Santos, M Schmidt, M Fangerau, ...
IEEE transactions on pattern analysis and machine intelligence 34 (8), 1520-1532, 2011
1462011
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning
T Ross, D Zimmerer, A Vemuri, F Isensee, M Wiesenfarth, S Bodenstedt, ...
International journal of computer assisted radiology and surgery 13, 925-933, 2018
1382018
2017 robotic instrument segmentation challenge
M Allan, A Shvets, T Kurmann, Z Zhang, R Duggal, YH Su, N Rieke, ...
arXiv preprint arXiv:1902.06426, 2019
1372019
Common limitations of image processing metrics: A picture story
A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ...
arXiv preprint arXiv:2104.05642, 2021
1362021
Comparative validation of single-shot optical techniques for laparoscopic 3-D surface reconstruction
L Maier-Hein, A Groch, A Bartoli, S Bodenstedt, G Boissonnat, PL Chang, ...
IEEE transactions on medical imaging 33 (10), 1913-1930, 2014
1262014
Mobile augmented reality for computer-assisted percutaneous nephrolithotomy
M Müller, MC Rassweiler, J Klein, A Seitel, M Gondan, M Baumhauer, ...
International journal of computer assisted radiology and surgery 8, 663-675, 2013
1232013
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