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 | 398 | 2017 |
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 | 390 | 2017 |
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 | 316 | 2013 |
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 | 293 | 2018 |
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 | 198 | 2022 |
Machine learning for surgical phase recognition: a systematic review CR Garrow, KF Kowalewski, L Li, M Wagner, MW Schmidt, S Engelhardt, ... Annals of surgery 273 (4), 684-693, 2021 | 192 | 2021 |
Video-based surgical skill assessment using 3D convolutional neural networks I Funke, ST Mees, J Weitz, S Speidel International journal of computer assisted radiology and surgery 14, 1217-1225, 2019 | 171 | 2019 |
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011 Y Wang, J Nie, PT Yap, F Shi, L Guo, D Shen Proceedings of the 24th International Conference, Strasbourg, France 27, 2011 | 167 | 2011 |
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 | 158 | 2019 |
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 | 143 | 2018 |
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 | 128 | 2014 |
Real-time image guidance in laparoscopic liver surgery: first clinical experience with a guidance system based on intraoperative CT imaging HG Kenngott, M Wagner, M Gondan, F Nickel, M Nolden, A Fetzer, J Weitz, ... Surgical endoscopy 28, 933-940, 2014 | 119 | 2014 |
Stereo correspondence and reconstruction of endoscopic data challenge M Allan, J Mcleod, C Wang, JC Rosenthal, Z Hu, N Gard, P Eisert, KX Fu, ... arXiv preprint arXiv:2101.01133, 2021 | 112 | 2021 |
Can masses of non-experts train highly accurate image classifiers? A crowdsourcing approach to instrument segmentation in laparoscopic images L Maier-Hein, S Mersmann, D Kondermann, S Bodenstedt, A Sanchez, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014 | 103 | 2014 |
Physics‐based shape matching for intraoperative image guidance S Suwelack, S Röhl, S Bodenstedt, D Reichard, R Dillmann, T dos Santos, ... Medical physics 41 (11), 111901, 2014 | 97 | 2014 |
Using 3D convolutional neural networks to learn spatiotemporal features for automatic surgical gesture recognition in video I Funke, S Bodenstedt, F Oehme, F von Bechtolsheim, J Weitz, S Speidel International conference on medical image computing and computer-assisted …, 2019 | 93 | 2019 |
Dense GPU‐enhanced surface reconstruction from stereo endoscopic images for intraoperative registration S Röhl, S Bodenstedt, S Suwelack, H Kenngott, BP Müller‐Stich, ... Medical physics 39 (3), 1632-1645, 2012 | 93 | 2012 |
Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation M Pfeiffer, I Funke, MR Robu, S Bodenstedt, L Strenger, S Engelhardt, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 91 | 2019 |
Context-aware augmented reality in laparoscopic surgery D Katić, AL Wekerle, J Görtler, P Spengler, S Bodenstedt, S Röhl, ... Computerized Medical Imaging and Graphics 37 (2), 174-182, 2013 | 86 | 2013 |
A system for context-aware intraoperative augmented reality in dental implant surgery D Katić, P Spengler, S Bodenstedt, G Castrillon-Oberndorfer, ... International journal of computer assisted radiology and surgery 10, 101-108, 2015 | 84 | 2015 |