| 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 | 486* | 2017 |
| 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 | 256 | 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 | 226 | 2021 |
| 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 (6), 925-933, 2018 | 158 | 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 | 134 | 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 (3), 933-940, 2014 | 124 | 2014 |
| Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge T Ross, A Reinke, PM Full, M Wagner, H Kenngott, M Apitz, H Hempe, ... Medical image analysis 70, 101920, 2021 | 112* | 2021 |
| 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 | 102 | 2014 |
| 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 | 91 | 2013 |
| 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), 1-11, 2021 | 87 | 2021 |
| Computer-assisted abdominal surgery: new technologies HG Kenngott, M Wagner, F Nickel, AL Wekerle, A Preukschas, M Apitz, ... Langenbeck's archives of surgery 400 (3), 273-281, 2015 | 78 | 2015 |
| Toward a standard ontology of surgical process models B Gibaud, G Forestier, C Feldmann, G Ferrigno, P Gonçalves, ... International journal of computer assisted radiology and surgery 13 (9 …, 2018 | 70 | 2018 |
| Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the heichole benchmark M Wagner, BP Müller-Stich, A Kisilenko, D Tran, P Heger, L Mündermann, ... Medical image analysis 86, 102770, 2023 | 69 | 2023 |
| Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression SJ Wirkert, H Kenngott, B Mayer, P Mietkowski, M Wagner, P Sauer, ... International journal of computer assisted radiology and surgery 11 (6), 909-917, 2016 | 63 | 2016 |
| Active learning using deep Bayesian networks for surgical workflow analysis S Bodenstedt, D Rivoir, A Jenke, M Wagner, M Breucha, B Müller-Stich, ... International journal of computer assisted radiology and surgery 14 (6 …, 2019 | 61 | 2019 |
| Artificial Intelligence-Assisted Surgery: Potential and Challenges S Bodenstedt, M Wagner, BP Müller-Stich, J Weitz, S Speidel Visceral Medicine 36 (6), 450-455, 2020 | 58 | 2020 |
| Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data S Bodenstedt, M Wagner, L Mündermann, H Kenngott, B Müller-Stich, ... International journal of computer assisted radiology and surgery 14 (6 …, 2019 | 55 | 2019 |
| Crowdsourcing for reference correspondence generation in endoscopic images L Maier-Hein, S Mersmann, D Kondermann, C Stock, HG Kenngott, ... International conference on medical image computing and computer-assisted …, 2014 | 54 | 2014 |
| OpenHELP (Heidelberg laparoscopy phantom): development of an open-source surgical evaluation and training tool HG Kenngott, JJ Wünscher, M Wagner, A Preukschas, AL Wekerle, ... Surgical endoscopy 29 (11), 3338-3347, 2015 | 52 | 2015 |
| Direct observation versus endoscopic video recording-based rating with the objective structured assessment of technical skills for training of laparoscopic cholecystectomy F Nickel, JD Hendrie, C Stock, M Salama, AA Preukschas, JD Senft, ... European Surgical Research 57 (1-2), 1-9, 2016 | 49 | 2016 |
