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FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy



Sophia Bano , Alessandro Casella , Francisco Vasconcelos , Abdul Qayyum , Abdesslam Benzinou , Moona Mazher , Fabrice Meriaudeau , Chiara Lena , Ilaria Anita Cintorrino , Gaia Romana De Paolis , Jessica Biagioli , Daria Grechishnikova , Jing Jiao , Bizhe Bai , Yanyan Qiao , Binod Bhattarai , Rebati Raman Gaire , Ronast Subedi , Eduard Vazquez , Szymon Płotka , Aneta Lisowska , Arkadiusz Sitek , George Attilakos , Ruwan Wimalasundera , Anna L David , Dario Paladini , Jan Deprest , Elena De Momi , Leonardo S Mattos , Sara Moccia , Danail Stoyanov

* Submitted to MedIA (Medical Image Analysis) 

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BiometryNet: Landmark-based Fetal Biometry Estimation from Standard Ultrasound Planes



Netanell Avisdris , Leo Joskowicz , Brian Dromey , Anna L. David , Donald M. Peebles , Danail Stoyanov , Dafna Ben Bashat , Sophia Bano

* 13 pages, 6 figures, Accepted to MICCAI 2022 

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Fluorescence angiography classification in colorectal surgery -- A preliminary report



Antonio S Soares , Sophia Bano , Neil T Clancy , Laurence B Lovat , Danail Stoyanov , Manish Chand


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Bimodal Camera Pose Prediction for Endoscopy



Anita Rau , Binod Bhattarai , Lourdes Agapito , Danail Stoyanov


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CholecTriplet2021: A benchmark challenge for surgical action triplet recognition



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 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 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 challenge report. Submitted to journal of Medical Image Analysis. 22 pages, 8 figures, 11 tables 

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Task-Aware Active Learning for Endoscopic Image Analysis



Shrawan Kumar Thapa , Pranav Poudel , Binod Bhattarai , Danail Stoyanov


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Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation



Binod Bhattarai , Ronast Subedi , Rebati Raman Gaire , Eduard Vazquez , Danail Stoyanov


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A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its effect on Image Correspondence



Rema Daher , Francisco Vasconcelos , Danail Stoyanov


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Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation



Yueming Jin , Yang Yu , Cheng Chen , Zixu Zhao , Pheng-Ann Heng , Danail Stoyanov


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Organ Shape Sensing using Pneumatically Attachable Flexible Rails in Robotic-Assisted Laparoscopic Surgery



Aoife McDonald-Bowyer , Solène Dietsch , Emmanouil Dimitrakakis , Joanna M Coote , Lukas Lindenroth , Danail Stoyanov , Agostino Stilli

* 9 pages, 11 figures 

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