| 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 | 173 | 2022 |
| Weakly-supervised learning for tool localization in laparoscopic videos A Vardazaryan, D Mutter, J Marescaux, N Padoy Intravascular Imaging and Computer Assisted Stenting and Large-Scale …, 2018 | 74 | 2018 |
| 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 | 67 | 2021 |
| 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 | 23 | 2022 |
| 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 |
| 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 |
| 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 | 6 | 2023 |
| Deep learning supplants visual analysis by experienced operators for the diagnosis of cardiac amyloidosis by cine-CMR P Germain, A Vardazaryan, N Padoy, A Labani, C Roy, TH Schindler, ... Diagnostics 12 (1), 69, 2021 | 6 | 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 |
| 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 | 4 | 2023 |
| Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos JL Lavanchy, A Vardazaryan, P Mascagni, D Mutter, N Padoy Scientific reports 13 (1), 9235, 2023 | 4 | 2023 |
| Classification of cardiomyopathies from MR cine images using convolutional neural network with transfer learning P Germain, A Vardazaryan, N Padoy, A Labani, C Roy, TH Schindler, ... Diagnostics 11 (9), 1554, 2021 | 4 | 2021 |
| Deep learning to classify AL versus ATTR cardiac amyloidosis MR images P Germain, A Vardazaryan, A Labani, N Padoy, C Roy, S El Ghannudi Biomedicines 11 (1), 193, 2023 | 2 | 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 |
| The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark A Murali, D Alapatt, P Mascagni, A Vardazaryan, A Garcia, N Okamoto, ... arXiv preprint arXiv:2312.12429, 2023 | 1 | 2023 |
Nicolas PadoyProfessor of Computer Science, University of StrasbourgVerified email at unistra.fr
