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ORCIDDanail Stoyanov
- > Home > Persons > Danail Stoyanov
Publications
- 2025
[j152]Subhadeep Koley
, Abdolrahim Kadkhodamohammadi, Santiago Barbarisi, Danail Stoyanov, Imanol Luengo:
Training-free temporal object tracking in surgical videos. Int. J. Comput. Assist. Radiol. Surg. 20(6): 1067-1075 (2025)- [i113]Tobias Rueckert, David Rauber, Raphaela Maerkl, Leonard Klausmann, Suemeyye R. Yildiran, Max Gutbrod, Danilo Weber Nunes, Alvaro Fernandez Moreno, Imanol Luengo, Danail Stoyanov, Nicolas Toussaint, Enki Cho, Hyeon Bae Kim, Oh Sung Choo, Ka Young Kim, Seong Tae Kim, Gonçalo Arantes, Kehan Song, Jianjun Zhu, Junchen Xiong, Tingyi Lin, Shunsuke Kikuchi, Hiroki Matsuzaki, Atsushi Kouno, João Renato Ribeiro Manesco, João Paulo Papa, Tae-Min Choi, Tae Kyeong Jeong, Juyoun Park, Oluwatosin Alabi, Meng Wei, Tom Vercauteren, Runzhi Wu, Mengya Xu, An Wang, Long Bai, Hongliang Ren, Amine Yamlahi, Jakob Hennighausen, Lena Maier-Hein, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Shu Yang, Yihui Wang, Hao Chen, Santiago Rodríguez, Nicolás Aparicio, Leonardo Manrique, Juan Camilo Lyons, Olivia Hosie, Nicolás Ayobi, Pablo Arbeláez, Yiping Li, Yasmina Al Khalil, Sahar Nasirihaghighi, Stefanie Speidel, Daniel Rueckert, Hubertus Feussner, Dirk Wilhelm, Christoph Palm:
Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge. CoRR abs/2507.16559 (2025) - 2024
- [j141]Jinglu Zhang, Santiago Barbarisi, Abdolrahim Kadkhodamohammadi, Danail Stoyanov, Imanol Luengo:
Self-knowledge distillation for surgical phase recognition. Int. J. Comput. Assist. Radiol. Surg. 19(1): 61-68 (2024) - [j139]Maria Grammatikopoulou, Ricardo Sanchez-Matilla, Felix J. S. Bragman, David Owen, Lucy Culshaw, Karen Kerr, Danail Stoyanov, Imanol Luengo:
A spatio-temporal network for video semantic segmentation in surgical videos. Int. J. Comput. Assist. Radiol. Surg. 19(2): 375-382 (2024) - [j134]Pritesh Mehta, David Owen, Maria Grammatikopoulou, Lucy Culshaw, Karen Kerr, Danail Stoyanov, Imanol Luengo:
Hierarchical segmentation of surgical scenes in laparoscopy. Int. J. Comput. Assist. Radiol. Surg. 19(7): 1449-1457 (2024) - [j129]Emanuele Colleoni, Ricardo Sanchez-Matilla, Imanol Luengo, Danail Stoyanov:
Guided image generation for improved surgical image segmentation. Medical Image Anal. 97: 103263 (2024) - [j128]Danyal Z. Khan, Alexandra Valetopoulou, Adrito Das, John G. Hanrahan, Simon C. Williams, Sophia Bano, Anouk Borg, Neil L. Dorward, Santiago Barbarisi, Lucy Culshaw, Karen Kerr, Imanol Luengo, Danail Stoyanov, Hani J. Marcus:
Artificial intelligence assisted operative anatomy recognition in endoscopic pituitary surgery. npj Digit. Medicine 7(1) (2024) - [j124]Matthew Lee, Ricardo Sanchez-Matilla, Danail Stoyanov, Imanol Luengo:
DIPO: Differentiable Parallel Operation Blocks for Surgical Neural Architecture Search. IEEE J. Biomed. Health Informatics 28(9): 5540-5550 (2024) - [c127]Matthew Lee, Felix John Samuel Bragman, Ricardo Sanchez-Matilla, Imanol Luengo, Danail Stoyanov:
Spatial-Temporal NAS for Fast Surgical Segmentation. BMVC 2024 - 2023
- [j111]Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. Medical Image Anal. 86: 102803 (2023) - [c112]Beatrice van Amsterdam, Abdolrahim Kadkhodamohammadi, Imanol Luengo, Danail Stoyanov:
ASPnet: Action Segmentation with Shared-Private Representation of Multiple Data Sources. CVPR 2023: 2384-2393 - [i79]Jinglu Zhang, Santiago Barbarisi, Abdolrahim Kadkhodamohammadi, Danail Stoyanov, Imanol Luengo:
Self-Knowledge Distillation for Surgical Phase Recognition. CoRR abs/2306.08961 (2023) - [i78]Maria Grammatikopoulou, Ricardo Sanchez-Matilla, Felix J. S. Bragman, David Owen, Lucy Culshaw, Karen Kerr, Danail Stoyanov, Imanol Luengo:
A spatio-temporal network for video semantic segmentation in surgical videos. CoRR abs/2306.11052 (2023) - 2022
- [j99]Abdolrahim Kadkhodamohammadi, Imanol Luengo, Danail Stoyanov:
PATG: position-aware temporal graph networks for surgical phase recognition on laparoscopic videos. Int. J. Comput. Assist. Radiol. Surg. 17(5): 849-856 (2022) - [j97]Ricardo Sanchez-Matilla, Maria Robu, Maria Grammatikopoulou, Imanol Luengo, Danail Stoyanov:
Data-centric multi-task surgical phase estimation with sparse scene segmentation. Int. J. Comput. Assist. Radiol. Surg. 17(5): 953-960 (2022) - [j93]David Owen, Maria Grammatikopoulou, Imanol Luengo, Danail Stoyanov:
Automated identification of critical structures in laparoscopic cholecystectomy. Int. J. Comput. Assist. Radiol. Surg. 17(12): 2173-2181 (2022) - [i65]Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. CoRR abs/2204.04746 (2022) - 2021
- [j71]Maria Robu, Abdolrahim Kadkhodamohammadi, Imanol Luengo, Danail Stoyanov:
Towards real-time multiple surgical tool tracking. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(3): 279-285 (2021) - [j70]Abdolrahim Kadkhodamohammadi, Nachappa Sivanesan Uthraraj, Petros Giataganas, Gauthier Gras, Karen Kerr, Imanol Luengo, Sam Oussedik, Danail Stoyanov:
Towards video-based surgical workflow understanding in open orthopaedic surgery. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(3): 286-293 (2021) - [j65]Maria Grammatikopoulou, Evangello Flouty, Abdolrahim Kadkhodamohammadi, Gwenolé Quellec, Andre Chow, Jean Nehme, Imanol Luengo, Danail Stoyanov:
CaDIS: Cataract dataset for surgical RGB-image segmentation. Medical Image Anal. 71: 102053 (2021) - [c90]David Owen, Maria Grammatikopoulou, Imanol Luengo, Danail Stoyanov:
Detection of Critical Structures in Laparoscopic Cholecystectomy Using Label Relaxation and Self-supervision. MICCAI (4) 2021: 321-330 - [c89]Ricardo Sanchez-Matilla, Maria Robu, Imanol Luengo, Danail Stoyanov:
Scalable Joint Detection and Segmentation of Surgical Instruments with Weak Supervision. MICCAI (2) 2021: 501-511 - [i46]Imanol Luengo, Maria Grammatikopoulou, Rahim Mohammadi, Chris Walsh, Chinedu Innocent Nwoye, Deepak Alapatt, Nicolas Padoy, Zhen-Liang Ni, Chen-Chen Fan, Gui-Bin Bian, Zeng-Guang Hou, Heonjin Ha, Jiacheng Wang, Haojie Wang, Dong Guo, Lu Wang, Guotai Wang, Mobarakol Islam, Bharat Giddwani, Hongliang Ren, Theodoros Pissas, Claudio S. Ravasio, Martin Huber, Jeremy Birch, Joan M. Nunez Do Rio, Lyndon Da Cruz, Christos Bergeles, Hongyu Chen, Fucang Jia, Nikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Pål Halvorsen, Sophia Bano, Uddhav Vaghela, Jianyuan Hong, Haili Ye, Feihong Huang, Da-Han Wang, Danail Stoyanov:
2020 CATARACTS Semantic Segmentation Challenge. CoRR abs/2110.10965 (2021) - 2020
- [i43]Max Allan, Satoshi Kondo, Sebastian Bodenstedt, Stefan Leger, Rahim Kadkhodamohammadi, Imanol Luengo, Félix Fuentes-Hurtado, Evangello Flouty, Ahmed Kedir Mohammed, Marius Pedersen, Avinash Kori, Alex Varghese, Ganapathy Krishnamurthi, David Rauber, Robert Mendel, Christoph Palm, Sophia Bano, Guinther Saibro, Chi-Sheng Shih, Hsun-An Chiang, Juntang Zhuang, Junlin Yang, Vladimir Iglovikov, Anton Dobrenkii, Madhu Reddiboina, Anubhav Reddy, Xingtong Liu, Cong Gao, Mathias Unberath, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel:
2018 Robotic Scene Segmentation Challenge. CoRR abs/2001.11190 (2020) - 2019
- [j42]Félix Fuentes-Hurtado, Abdolrahim Kadkhodamohammadi, Evangello Flouty, Santiago Barbarisi, Imanol Luengo, Danail Stoyanov:
EasyLabels: weak labels for scene segmentation in laparoscopic videos. Int. J. Comput. Assist. Radiol. Surg. 14(7): 1247-1257 (2019) - [c75]Abdolrahim Kadkhodamohammadi, Imanol Luengo, Santiago Barbarisi, Hinde Taleb, Evangello Flouty, Danail Stoyanov:
Feature Aggregation Decoder for Segmenting Laparoscopic Scenes. OR/MLCN@MICCAI 2019: 3-11 - [i28]Evangello Flouty, Abdolrahim Kadkhodamohammadi, Imanol Luengo, Félix Fuentes-Hurtado, Hinde Taleb, Santiago Barbarisi, Gwenolé Quellec, Danail Stoyanov:
CaDIS: Cataract Dataset for Image Segmentation. CoRR abs/1906.11586 (2019) - 2018
- [c71]Imanol Luengo, Evangello Flouty, Petros Giataganas, Piyamate Wisanuvej, Jean Nehme, Danail Stoyanov:
SurReal: enhancing Surgical simulation Realism using style transfer. BMVC 2018: 116 - [c66]Odysseas Zisimopoulos, Evangello Flouty, Imanol Luengo, Petros Giataganas, Jean Nehme, Andre Chow, Danail Stoyanov:
DeepPhase: Surgical Phase Recognition in CATARACTS Videos. MICCAI (4) 2018: 265-272 - [i21]Luis C. García-Peraza-Herrera, Martin Everson, Wenqi Li, Inmanol Luengo, Lorenz Berger, Omer F. Ahmad, Laurence B. Lovat, Hsiu-Po Wang, Wen-Lun Wang, Rehan J. Haidry, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin:
Interpretable Fully Convolutional Classification of Intrapapillary Capillary Loops for Real-Time Detection of Early Squamous Neoplasia. CoRR abs/1805.00632 (2018) - [i14]Odysseas Zisimopoulos, Evangello Flouty, Imanol Luengo, Petros Giataganas, Jean Nehme, Andre Chow, Danail Stoyanov:
DeepPhase: Surgical Phase Recognition in CATARACTS Videos. CoRR abs/1807.10565 (2018) - [i12]Imanol Luengo, Evangello Flouty, Petros Giataganas, Piyamate Wisanuvej, Jean Nehme, Danail Stoyanov:
SurReal: enhancing Surgical simulation Realism using style transfer. CoRR abs/1811.02946 (2018)
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