| Artificial intelligence for surgical safety: automatic assessment of the critical view of safety in laparoscopic cholecystectomy using deep learning P Mascagni, A Vardazaryan, D Alapatt, T Urade, T Emre, C Fiorillo, ... Annals of surgery 275 (5), 955-961, 2022 | 169 | 2022 |
| A computer vision platform to automatically locate critical events in surgical videos: documenting safety in laparoscopic cholecystectomy P Mascagni, D Alapatt, T Urade, A Vardazaryan, D Mutter, J Marescaux, ... Annals of surgery 274 (1), e93-e95, 2021 | 66 | 2021 |
| Computer vision in surgery: from potential to clinical value P Mascagni, D Alapatt, L Sestini, MS Altieri, A Madani, Y Watanabe, ... npj Digital Medicine 5 (1), 163, 2022 | 40 | 2022 |
| 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 |
| Federated cycling (FedCy): Semi-supervised Federated Learning of surgical phases H Kassem, D Alapatt, P Mascagni, A Karargyris, N Padoy IEEE transactions on medical imaging 42 (7), 1920-1931, 2022 | 32 | 2022 |
| 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 |
| Numerical solution of nonlinear fractional SEIR epidemic model by using Haar wavelets B Prakash, A Setia, D Alapatt Journal of computational science 22, 109-118, 2017 | 21 | 2017 |
| 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 |
| Multicentric validation of EndoDigest: a computer vision platform for video documentation of the critical view of safety in laparoscopic cholecystectomy P Mascagni, D Alapatt, GG Laracca, L Guerriero, A Spota, C Fiorillo, ... Surgical Endoscopy 36 (11), 8379-8386, 2022 | 14 | 2022 |
| 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, A Murali, D Alapatt, A Vardazaryan, K Yuan, ... Medical Image Analysis 89, 102888, 2023 | 10 | 2023 |
| Neural networks and deep learning D Alapatt, P Mascagni, V Srivastav, N Padoy Artificial Intelligence in Surgery, 2020 | 9* | 2020 |
| Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation D Alapatt, P Mascagni, A Vardazaryan, A Garcia, N Okamoto, D Mutter, ... arXiv preprint arXiv:2112.13815, 2021 | 8 | 2021 |
| Surgical data science for safe cholecystectomy: a protocol for segmentation of hepatocystic anatomy and assessment of the critical view of safety P Mascagni, D Alapatt, A Garcia, N Okamoto, A Vardazaryan, ... arXiv preprint arXiv:2106.10916, 2021 | 8 | 2021 |
| 2020 cataracts semantic segmentation challenge I Luengo, M Grammatikopoulou, R Mohammadi, C Walsh, CI Nwoye, ... arXiv preprint arXiv:2110.10965, 2021 | 7 | 2021 |
| 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 |
| Latent graph representations for critical view of safety assessment A Murali, D Alapatt, P Mascagni, A Vardazaryan, A Garcia, N Okamoto, ... IEEE Transactions on Medical Imaging, 2023 | 5 | 2023 |
| Surgical data science for safe cholecystectomy: a protocol for segmentation of hepatocystic anatomy and assessment of the critical view of safety. arXiv, arXiv: 210610916 P Mascagni, D Alapatt, A Garcia, N Okamoto, A Vardazaryan, ... arXiv preprint arXiv:2106.10916, 2021 | 5 | 2021 |
| Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning A Murali, D Alapatt, P Mascagni, A Vardazaryan, A Garcia, N Okamoto, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 3 | 2023 |
| Early-stage clinical evaluation of real-time artificial intelligence assistance for laparoscopic cholecystectomy P Mascagni, D Alapatt, A Lapergola, A Vardazaryan, JP Mazellier, ... British Journal of Surgery 111 (1), znad353, 2024 | 1 | 2024 |
| Optimizing Latent Graph Representations of Surgical Scenes for Zero-Shot Domain Transfer S Satyanaik, A Murali, D Alapatt, X Wang, P Mascagni, N Padoy arXiv preprint arXiv:2403.06953, 2024 | | 2024 |
Nicolas PadoyProfessor of Computer Science, University of StrasbourgVerified email at unistra.fr
