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18 results for Vardazaryan,+Armine

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ArticlesPeer ReviewedFull Text
Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos
Author / Creator:Lavanchy, Joël L. ; Vardazaryan, Armine ; Mascagni, Pietro ; Mutter, Didier ; Padoy, Nicolas
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2023-06, Vol.13 (1), p.9235-8, Article 9235
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Multicentric validation of EndoDigest: a computer vision platform for video documentation of the critical view of safety in laparoscopic cholecystectomy
Author / Creator:Mascagni, Pietro ; Alapatt, Deepak ; Laracca, Giovanni Guglielmo ; Guerriero, Ludovica ; Spota, Andrea ; Fiorillo, Claudio ; Vardazaryan, Armine ; Quero, Giuseppe ; Alfieri, Sergio ; Baldari, Ludovica ; Cassinotti, Elisa ; Boni, Luigi ; Cuccurullo, Diego ; Costamagna, Guido ; Dallemagne, Bernard ; Padoy, Nicolas
Publisher:New York: Springer US
Journal title:Surgical endoscopy, 2022-11, Vol.36 (11), p.8379-8386
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Segmentation-Free Estimation of Left Ventricular Ejection Fraction Using 3D CNN Is Reliable and Improves as Multiple Cardiac MRI Cine Orientations Are Combined
Author / Creator:Germain, Philippe ; Labani, Aissam ; Vardazaryan, Armine ; Padoy, Nicolas ; Roy, Catherine ; El Ghannudi, Soraya
Publisher:Switzerland: MDPI AG
Journal title:Biomedicines, 2024-10, Vol.12 (10), p.2324
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Endoscapes, a critical view of safety and surgical scene segmentation dataset for laparoscopic cholecystectomy
Author / Creator:Mascagni, Pietro ; Alapatt, Deepak ; Murali, Aditya ; Vardazaryan, Armine ; Garcia, Alain ; Okamoto, Nariaki ; Costamagna, Guido ; Mutter, Didier ; Marescaux, Jacques ; Dallemagne, Bernard ; Padoy, Nicolas
Publisher:London: Nature Publishing Group UK
Journal title:Scientific data, 2025-02, Vol.12 (1), p.331-8, Article 331
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ArticlesPeer ReviewedFull Text
Deep Learning to Classify AL versus ATTR Cardiac Amyloidosis MR Images
Author / Creator:Germain, Philippe ; Vardazaryan, Armine ; Labani, Aissam ; Padoy, Nicolas ; Roy, Catherine ; El Ghannudi, Soraya
Publisher:Switzerland: MDPI AG
Journal title:Biomedicines, 2023-01, Vol.11 (1), p.193
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Deep Learning Supplants Visual Analysis by Experienced Operators for the Diagnosis of Cardiac Amyloidosis by Cine-CMR
Author / Creator:Germain, Philippe ; Vardazaryan, Armine ; Padoy, Nicolas ; Labani, Aissam ; Roy, Catherine ; Schindler, Thomas Hellmut ; El Ghannudi, Soraya
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2022-01, Vol.12 (1), p.69
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ArticlesPeer ReviewedFull Text
Classification of Cardiomyopathies from MR Cine Images Using Convolutional Neural Network with Transfer Learning
Author / Creator:Germain, Philippe ; Vardazaryan, Armine ; Padoy, Nicolas ; Labani, Aissam ; Roy, Catherine ; Schindler, Thomas Hellmut ; El Ghannudi, Soraya
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2021-08, Vol.11 (9), p.1554
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Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning
Author / Creator:Murali, Aditya ; Alapatt, Deepak ; Mascagni, Pietro ; Vardazaryan, Armine ; Garcia, Alain ; Okamoto, Nariaki ; Mutter, Didier ; Padoy, Nicolas
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-12
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Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos
Author / Creator:Lavanchy, Joël L ; Vardazaryan, Armine ; Mascagni, Pietro ; AI4SafeChole Consortium ; Mutter, Didier ; Padoy, Nicolas
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-06
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Latent Graph Representations for Critical View of Safety Assessment
Author / Creator:Murali, Aditya ; Alapatt, Deepak ; Mascagni, Pietro ; Vardazaryan, Armine ; Garcia, Alain ; Okamoto, Nariaki ; Mutter, Didier ; Padoy, Nicolas
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-12
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The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark
Author / Creator:Murali, Aditya ; Alapatt, Deepak ; Mascagni, Pietro ; Vardazaryan, Armine ; Garcia, Alain ; Okamoto, Nariaki ; Costamagna, Guido ; Mutter, Didier ; Marescaux, Jacques ; Dallemagne, Bernard ; Padoy, Nicolas
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection
Author / Creator:Chinedu Innocent Nwoye ; Yu, Tong ; Sharma, Saurav ; Murali, Aditya ; Alapatt, Deepak ; Vardazaryan, Armine ; Yuan, Kun ; Hajek, Jonas ; Reiter, Wolfgang ; Yamlahi, Amine ; Finn-Henri Smidt ; Zou, Xiaoyang ; Zheng, Guoyan ; Oliveira, Bruno ; Torres, Helena R ; Kondo, Satoshi ; Kasai, Satoshi ; Holm, Felix ; Özsoy, Ege ; Gui, Shuangchun ; Li, Han ; Sista Raviteja ; Sathish, Rachana ; Poudel, Pranav ; Bhattarai, Binod ; Wang, Ziheng ; Guo, Rui ; Schellenberg, Melanie ; Vilaça, João L ; Czempiel, Tobias ; Wang, Zhenkun ; Sheet, Debdoot ; Thapa, Shrawan Kumar ; Berniker, Max ; Godau, Patrick ; Morais, Pedro ; Regmi, Sudarshan ; Tran, Thuy Nuong ; Fonseca, Jaime ; Jan-Hinrich Nölke ; Lima, Estevão ; Vazquez, Eduard ; Maier-Hein, Lena ; Navab, Nassir ; Mascagni, Pietro ; Seeliger, Barbara ; Gonzalez, Cristians ; Mutter, Didier ; Padoy, Nicolas
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-07
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ArticlesFull Text
Real-Time Artificial Intelligence Assistance for Safe Laparoscopic Cholecystectomy: Early-Stage Clinical Evaluation
Author / Creator:Mascagni, Pietro ; Alapatt, Deepak ; Lapergola, Alfonso ; Vardazaryan, Armine ; Jean-Paul Mazellier ; Dallemagne, Bernard ; Mutter, Didier ; Padoy, Nicolas
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-12
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ArticlesFull Text
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Author / Creator:Chinedu Innocent Nwoye ; Alapatt, Deepak ; Yu, Tong ; Vardazaryan, Armine ; Xia, Fangfang ; Zhao, Zixuan ; Xia, Tong ; Jia, Fucang ; Yang, Yuxuan ; Wang, Hao ; Yu, Derong ; Zheng, Guoyan ; Duan, Xiaotian ; Getty, Neil ; Sanchez-Matilla, Ricardo ; Robu, Maria ; Zhang, Li ; Chen, Huabin ; Wang, Jiacheng ; Wang, Liansheng ; Zhang, Bokai ; Gerats, Beerend ; Sista Raviteja ; Sathish, Rachana ; Tao, Rong ; Kondo, Satoshi ; Pang, Winnie ; Ren, Hongliang ; Abbing, Julian Ronald ; Sarhan, Mohammad Hasan ; Bodenstedt, Sebastian ; Bhasker, Nithya ; Oliveira, Bruno ; Torres, Helena R ; Li, Ling ; Gaida, Finn ; Czempiel, Tobias ; Vilaça, João L ; Morais, Pedro ; Fonseca, Jaime ; Egging, Ruby Mae ; Wijma, Inge Nicole ; Chen, Qian ; Bian, Guibin ; Li, Zhen ; Velmurugan Balasubramanian ; Sheet, Debdoot ; Luengo, Imanol ; Zhu, Yuanbo ; Ding, Shuai ; Jakob-Anton Aschenbrenner ; Nicolas Elini van der Kar ; Xu, Mengya ; Islam, Mobarakol ; Seenivasan, Lalithkumar ; Jenke, Alexander ; Stoyanov, Danail ; Mutter, Didier ; Mascagni, Pietro ; Seeliger, Barbara ; Gonzalez, Cristians ; Padoy, Nicolas
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-12
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Surgical data science for safe cholecystectomy: a protocol for segmentation of hepatocystic anatomy and assessment of the critical view of safety
Author / Creator:Mascagni, Pietro ; Alapatt, Deepak ; Garcia, Alain ; Okamoto, Nariaki ; Vardazaryan, Armine ; Costamagna, Guido ; Dallemagne, Bernard ; Padoy, Nicolas
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-09
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Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation
Author / Creator:Alapatt, Deepak ; Mascagni, Pietro ; Vardazaryan, Armine ; Garcia, Alain ; Okamoto, Nariaki ; Mutter, Didier ; Marescaux, Jacques ; Costamagna, Guido ; Dallemagne, Bernard ; Padoy, Nicolas
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-12
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ArticlesFull Text
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos
Author / Creator:Vardazaryan, Armine ; Mutter, Didier ; Marescaux, Jacques ; Padoy, Nicolas
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2018-07
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Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
Author / Creator:Wagner, Martin ; Müller-Stich, Beat-Peter ; Kisilenko, Anna ; Tran, Duc ; Heger, Patrick ; Mündermann, Lars ; Lubotsky, David M ; Müller, Benjamin ; Davitashvili, Tornike ; Capek, Manuela ; Reinke, Annika ; Yu, Tong ; Vardazaryan, Armine ; Chinedu Innocent Nwoye ; Padoy, Nicolas ; Liu, Xinyang ; Lee, Eung-Joo ; Disch, Constantin ; Meine, Hans ; Xia, Tong ; Jia, Fucang ; Kondo, Satoshi ; Reiter, Wolfgang ; Jin, Yueming ; Long, Yonghao ; Jiang, Meirui ; Dou, Qi ; Heng, Pheng Ann ; Twick, Isabell ; Kirtac, Kadir ; Hosgor, Enes ; Jon Lindström Bolmgren ; Stenzel, Michael ; Björn von Siemens ; Kenngott, Hannes G ; Nickel, Felix ; Moritz von Frankenberg ; Mathis-Ullrich, Franziska ; Maier-Hein, Lena ; Speidel, Stefanie ; Bodenstedt, Sebastian
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-09
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Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos

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Multicentric validation of EndoDigest: a computer vision platform for video documentation of the critical view of safety in laparoscopic cholecystectomy

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Segmentation-Free Estimation of Left Ventricular Ejection Fraction Using 3D CNN Is Reliable and Improves as Multiple Cardiac MRI Cine Orientations Are Combined

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Endoscapes, a critical view of safety and surgical scene segmentation dataset for laparoscopic cholecystectomy

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Deep Learning to Classify AL versus ATTR Cardiac Amyloidosis MR Images

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Deep Learning Supplants Visual Analysis by Experienced Operators for the Diagnosis of Cardiac Amyloidosis by Cine-CMR

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Classification of Cardiomyopathies from MR Cine Images Using Convolutional Neural Network with Transfer Learning

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Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning

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Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos

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Latent Graph Representations for Critical View of Safety Assessment

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The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark

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CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection

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Real-Time Artificial Intelligence Assistance for Safe Laparoscopic Cholecystectomy: Early-Stage Clinical Evaluation

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CholecTriplet2021: A benchmark challenge for surgical action triplet recognition

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Surgical data science for safe cholecystectomy: a protocol for segmentation of hepatocystic anatomy and assessment of the critical view of safety

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Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation

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Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos

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Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark

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