Sophia Bano

According to our database, Sophia Bano authored at least 49 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Learning-based keypoint registration for fetoscopic mosaicking.

Alessandro Casella, Sophia Bano, Francisco Vasconcelos, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov

Int. J. Comput. Assist. Radiol. Surg., March, 2024

Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings.

Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, 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 Plotka, 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

Medical Image Anal., February, 2024

SurgT challenge: Benchmark of soft-tissue trackers for robotic surgery.

João Cartucho, Alistair Weld, Samyakh Tukra, Haozheng Xu, Hiroki Matsuzaki, Taiyo Ishikawa, Minjun Kwon, Yongeun Jang, Kwang-Ju Kim, Gwang Lee, Bizhe Bai, Lueder A. Kahrs, Lars Boecking, Simeon Allmendinger, Leopold Müller, Yitong Zhang, Yueming Jin, Sophia Bano, Francisco Vasconcelos, Wolfgang Reiter, Jonas Hajek, Bruno Silva, Estevão Lima, João L. Vilaça, Sandro F. Queiros, Stamatia Giannarou

Medical Image Anal., January, 2024

Correction to: Robust fetoscopic mosaicking from deep learned flow fields.

Oluwatosin Alabi, Sophia Bano, Francisco Vasconcelos, Anna L. David, Jan Deprest, Danail Stoyanov

Int. J. Comput. Assist. Radiol. Surg., January, 2024

Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity.

Sanskar Amgain, Prashant Shrestha, Sophia Bano, Ignacio del Valle Torres, Michael Cunniffe, Victor Hernandez, Phil Beales, Binod Bhattarai

CoRR, 2024

Keynote: Recent Advances in Surgical AI for Next Generation Interventions.

Sophia Bano

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Placental vessel-guided hybrid framework for fetoscopic mosaicking.

Sophia Bano, Francisco Vasconcelos, Anna L. David, Jan Deprest, Danail Stoyanov

Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023

PseudoSegRT: efficient pseudo-labelling for intraoperative OCT segmentation.

Yu Huang, Riaz Asaria, Danail Stoyanov, Marinko Sarunic, Sophia Bano

Int. J. Comput. Assist. Radiol. Surg., July, 2023

SimCol3D - 3D Reconstruction during Colonoscopy Challenge.

Anita Rau, Sophia Bano, Yueming Jin, Pablo Azagra, Javier Morlana, Edward Sanderson, Bogdan J. Matuszewski, Jae Young Lee, Dong-Jae Lee, Erez Posner, Netanel Frank, Varshini Elangovan, Sista Raviteja, Zhengwen Li, Jiquan Liu, Seenivasan Lalithkumar, Mobarakol Islam, Hongliang Ren, José M. M. Montiel, Danail Stoyanov

CoRR, 2023

Why is the winner the best?

Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, Ali Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, et al.

CoRR, 2023

SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery.

João Cartucho, Alistair Weld, Samyakh Tukra, Haozheng Xu, Hiroki Matsuzaki, Taiyo Ishikawa, Minjun Kwon, Yongeun Jang, Kwang-Ju Kim, Gwang Lee, Bizhe Bai, Lueder A. Kahrs, Lars Boecking, Simeon Allmendinger, Leopold Müller, Yitong Zhang, Yueming Jin, Sophia Bano, Francisco Vasconcelos, Wolfgang Reiter, Jonas Hajek, Bruno Silva, Lukas R. Buschle, Estevão Lima, João L. Vilaça, Sandro F. Queiros, Stamatia Giannarou

CoRR, 2023

Query2: Query over queries for improving gastrointestinal stromal tumour detection in an endoscopic ultrasound.

Qi He, Sophia Bano, Jing Liu, Wentian Liu, Danail Stoyanov, Siyang Zuo

Comput. Biol. Medicine, 2023

A Multi-task Network for Anatomy Identification in Endoscopic Pituitary Surgery.

Adrito Das, Danyal Z. Khan, Simon C. Williams, John G. Hanrahan, Anouk Borg, Neil L. Dorward, Sophia Bano, Hani J. Marcus, Danail Stoyanov

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Why is the Winner the Best?

Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, S. Yang, Y. Yang, Z. Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Intrinsic Force Sensing for Motion Estimation in a Parallel, Fluidic Soft Robot for Endoluminal Interventions.

Lukas Lindenroth, Jeref Merlin, Sophia Bano, Joseph G. Manjaly, Nishchay Mehta, Danail Stoyanov

IEEE Robotics Autom. Lett., 2022

Biomedical image analysis competitions: The state of current participation practice.

Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Patrick Godau, Veronika Cheplygina, Michal Kozubek, Sharib Ali, Anubha Gupta, Jan Kybic, J. Alison Noble, Carlos Ortiz-de-Solórzano, Samiksha Pachade, Caroline Petitjean, Daniel Sage, Donglai Wei, Elizabeth Wilden, Deepak Alapatt, Vincent Andrearczyk, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Vivek Singh Bawa, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Jinwook Choi, Olivier Commowick, Marie Daum, Adrien Depeursinge, Reuben Dorent, Jan Egger, Hannah Eichhorn, Sandy Engelhardt, Melanie Ganz, Gabriel Girard, Lasse Hansen, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Hyunjeong Kim, Bennett A. Landman, Hongwei Bran Li, Jianning Li, Jun Ma, Anne L. Martel, et al.

CoRR, 2022

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

Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, 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 Plotka, 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

CoRR, 2022

Fluorescence angiography classification in colorectal surgery - A preliminary report.

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

CoRR, 2022

Large-scale surgical workflow segmentation for laparoscopic sacrocolpopexy.

Yitong Zhang, Sophia Bano, Ann-Sophie Page, Jan Deprest, Danail Stoyanov, Francisco Vasconcelos

Int. J. Comput. Assist. Radiol. Surg., 2022

DeSmoke-LAP: improved unpaired image-to-image translation for desmoking in laparoscopic surgery.

Yirou Pan, Sophia Bano, Francisco Vasconcelos, Hyun Park, Taikyeong Ted. Jeong, Danail Stoyanov

Int. J. Comput. Assist. Radiol. Surg., 2022

Reducing prediction volatility in the surgical workflow recognition of endoscopic pituitary surgery.

Adrito Das, Sophia Bano, Francisco Vasconcelos, Danyal Z. Khan, Hani J. Marcus, Danail Stoyanov

Int. J. Comput. Assist. Radiol. Surg., 2022

Robust fetoscopic mosaicking from deep learned flow fields.

Oluwatosin Alabi, Sophia Bano, Francisco Vasconcelos, Anna L. David, Jan Deprest, Danail Stoyanov

Int. J. Comput. Assist. Radiol. Surg., 2022

Retrieval of Surgical Phase Transitions Using Reinforcement Learning.

Yitong Zhang, Sophia Bano, Ann-Sophie Page, Jan Deprest, Danail Stoyanov, Francisco Vasconcelos

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Globally Optimal Fetoscopic Mosaicking Based on Pose Graph Optimisation With Affine Constraints.

Liang Li, Sophia Bano, Jan Deprest, Anna L. David, Danail Stoyanov, Francisco Vasconcelos

IEEE Robotics Autom. Lett., October, 2021

A Fluidic Soft Robot for Needle Guidance and Motion Compensation in Intratympanic Steroid Injections.

Lukas Lindenroth, Sophia Bano, Agostino Stilli, Joseph G. Manjaly, Danail Stoyanov

IEEE Robotics Autom. Lett., 2021

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.

Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher

Medical Image Anal., 2021

2020 CATARACTS Semantic Segmentation Challenge.

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

CoRR, 2021

FetReg: Placental Vessel Segmentation and Registration in Fetoscopy Challenge Dataset.

Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Sara Moccia, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Danail Stoyanov

CoRR, 2021

Automating Periodontal bone loss measurement via dental landmark localisation.

Raymond P. Danks, Sophia Bano, Anastasiya Orishko, Hong Jin Tan, Federico Moreno Sancho, Francesco D'Aiuto, Danail Stoyanov

Int. J. Comput. Assist. Radiol. Surg., 2021

AutoFB: Automating Fetal Biometry Estimation from Standard Ultrasound Planes.

Sophia Bano, Brian Dromey, Francisco Vasconcelos, Raffaele Napolitano, Anna L. David, Donald M. Peebles, Danail Stoyanov

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

A translational pathway of deep learning methods in GastroIntestinal Endoscopy.

Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher

CoRR, 2020

2018 Robotic Scene Segmentation Challenge.

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

CoRR, 2020

Deep learning-based anatomical site classification for upper gastrointestinal endoscopy.

Qi He, Sophia Bano, Omer F. Ahmad, Bo Yang, Xin Chen, Pietro Valdastri, Laurence B. Lovat, Danail Stoyanov, Siyang Zuo

Int. J. Comput. Assist. Radiol. Surg., 2020

Deep learning-based fetoscopic mosaicking for field-of-view expansion.

Sophia Bano, Francisco Vasconcelos, Marcel Tella-Amo, George Dwyer, Caspar Gruijthuijsen, Emmanuel B. Vander Poorten, Tom Vercauteren, Sébastien Ourselin, Jan Deprest, Danail Stoyanov

Int. J. Comput. Assist. Radiol. Surg., 2020

FetNet: a recurrent convolutional network for occlusion identification in fetoscopic videos.

Sophia Bano, Francisco Vasconcelos, Emmanuel B. Vander Poorten, Tom Vercauteren, Sébastien Ourselin, Jan Deprest, Danail Stoyanov

Int. J. Comput. Assist. Radiol. Surg., 2020

Deep Human Activity Recognition With Localisation of Wearable Sensors.

Isah Abdullahi Lawal, Sophia Bano

IEEE Access, 2020

Deep Placental Vessel Segmentation for Fetoscopic Mosaicking.

Sophia Bano, Francisco Vasconcelos, Luke M. Shepherd, Emmanuel B. Vander Poorten, Tom Vercauteren, Sébastien Ourselin, Anna L. David, Jan Deprest, Danail Stoyanov

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Hybrid Loss with Network Trimming for Disease Recognition in Gastrointestinal Endoscopy.

Qi He, Sophia Bano, Danail Stoyanov, Siyang Zuo

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Deep human activity recognition using wearable sensors.

Isah Abdullahi Lawal, Sophia Bano

Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

Deep Sequential Mosaicking of Fetoscopic Videos.

Sophia Bano, Francisco Vasconcelos, Marcel Tella-Amo, George Dwyer, Caspar Gruijthuijsen, Jan Deprest, Sébastien Ourselin, Emmanuel B. Vander Poorten, Tom Vercauteren, Danail Stoyanov

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Multimodal Egocentric Analysis of Focused Interactions.

Sophia Bano, Tamás Süveges, Jianguo Zhang, Stephen J. McKenna

IEEE Access, 2018

XmoNet: A Fully Convolutional Network for Cross-Modality MR Image Inference.

Sophia Bano, Muhammad Asad, Ahmed E. Fetit, Islem Rekik

Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018

2017

Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video.

Sophia Bano, Jianguo Zhang, Stephen J. McKenna

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Identification, synchronisation and composition of user-generated videos.

Sophia Bano

PhD thesis, 2016

ViComp: composition of user-generated videos.

Sophia Bano, Andrea Cavallaro

Multim. Tools Appl., 2016

2015

Discovery and organization of multi-camera user-generated videos of the same event.

Sophia Bano, Andrea Cavallaro

Inf. Sci., 2015

Gyro-based Camera-motion Detection in User-generated Videos.

Sophia Bano, Andrea Cavallaro, Xavier Parra

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

2012

Smooth path planning for a biologically-inspired neurosurgical probe.

Sophia Bano, Seong-Young Ko, Ferdinando Rodriguez y Baena

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012