| Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos CI Nwoye, D Mutter, J Marescaux, N Padoy International journal of computer assisted radiology and surgery 14, 1059-1067, 2019 | 129 | 2019 |
| Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos CI Nwoye, T Yu, C Gonzalez, B Seeliger, P Mascagni, D Mutter, ... Medical Image Analysis 78, 102433, 2022 | 87 | 2022 |
| Recognition of instrument-tissue interactions in endoscopic videos via action triplets CI Nwoye, C Gonzalez, T Yu, P Mascagni, D Mutter, J Marescaux, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 72 | 2020 |
| 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 | 48 | 2023 |
| Cholectriplet2021: A benchmark challenge for surgical action triplet recognition CI Nwoye, D Alapatt, T Yu, A Vardazaryan, F Xia, Z Zhao, T Xia, F Jia, ... Medical Image Analysis 86, 102803, 2023 | 33 | 2023 |
| 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 | 21 | 2022 |
| Data splits and metrics for method benchmarking on surgical action triplet datasets CI Nwoye, N Padoy arXiv preprint arXiv:2204.05235, 2022 | 19 | 2022 |
| Enhancing courier service with the development of an interactive mobile app in android platform MN Agu, CI Nwoye, BO Ogbuokiri Journal of Mobile Computing & Application (IOSR-JMCA), 2015 | 17 | 2015 |
| Dissecting self-supervised learning methods for surgical computer vision S Ramesh, V Srivastav, D Alapatt, T Yu, A Murali, L Sestini, CI Nwoye, ... Medical Image Analysis 88, 102844, 2023 | 14 | 2023 |
| CholecTriplet2022: Show me a tool and tell me the triplet — an endoscopic vision challenge for surgical action triplet detection CI Nwoye, T Yu, S Sharma, M Aditya, A Deepak, A Vardazaryan, Y Kun, ... Medical Image Analysis 89, 102888, 2023 | 10 | 2023 |
| Enhancing Attendance Management in Firms and Industries Using Fingerprint Biometric Recognition Technique CI Nwoye Journal of Mobile Computing & Application (IOSR-JMCA), 2016 | 10 | 2016 |
| Rendezvous in time: an attention-based temporal fusion approach for surgical triplet recognition S Sharma, CI Nwoye, D Mutter, N Padoy International Journal of Computer Assisted Radiology and Surgery 18 (6 …, 2023 | 9 | 2023 |
| 2020 cataracts semantic segmentation challenge I Luengo, M Grammatikopoulou, R Mohammadi, C Walsh, CI Nwoye, ... arXiv preprint arXiv:2110.10965, 2021 | 7 | 2021 |
| Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge A Zia, K Bhattacharyya, X Liu, M Berniker, Z Wang, R Nespolo, S Kondo, ... arXiv preprint arXiv:2305.07152, 2023 | 6 | 2023 |
| Endoscopic vision challenge 2021 S Speidel, L Maier-Hein, D Stoyanov, S Bodenstedt, M Wagner, B Müller, ... 24th International Conference on Medical Image Computing and Computer …, 2021 | 6 | 2021 |
| Endoscopic vision challenge 2022 A Zia, L Xi, K Bhattacharyya 25th International Conference on Medical Image Computing and Computer …, 2022 | 5 | 2022 |
| Deep learning methods for the detection and recognition of surgical tools and activities in laparoscopic videos CI Nwoye Université de Strasbourg, 2021 | 5 | 2021 |
| Surgical action triplet detection by mixed supervised learning of instrument-tissue interactions S Sharma, CI Nwoye, D Mutter, N Padoy International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 4 | 2023 |
| Chinedu Innocent Nwoye, Idris Hamoud, Saurav Sharma, Antoine Fleurentin, et al. Dissecting self-supervised learning methods for surgical computer vision S Ramesh, V Srivastav, D Alapatt, T Yu, A Murali, L Sestini Medical Image Analysis 88, 102844, 2023 | 4 | 2023 |
| Self-distillation for surgical action recognition A Yamlahi, TN Tran, P Godau, M Schellenberg, D Michael, FH Smidt, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
Nicolas PadoyProfessor of Computer Science, University of StrasbourgEmail verificata su unistra.fr
