Nicolas Toussaint

39 papers C 1Journal 20Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge.
Medical Image Anal.
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
2026 J jnl
Confidence-aware Monocular Depth Estimation for Minimally Invasive Surgery.
CoRR
Muhammad Asad, Emanuele Colleoni, Pritesh Mehta, Nicolas Toussaint, Ricardo Sanchez-Matilla, Maria Robu, Faisal Bashir, Rahim Mohammadi, Imanol Luengo, Danail Stoyanov
2025 J jnl
Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge.
CoRR
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
2025 — conf
Temporally Stable Monocular Depth Estimation in Surgical Vision.
COLAS@MICCAI
Jialang Xu, Emanuele Colleoni, Nicolas Toussaint, Muhammad Asad, Ricardo Sanchez-Matilla, Evangelos B. Mazomenos, Imanol Luengo, Danail Stoyanov
2025 — conf
Zero-Shot Monocular Metric Depth for Endoscopic Images.
DEMI@MICCAI
Nicolas Toussaint, Emanuele Colleoni, Ricardo Sanchez-Matilla, Joshua Sutcliffe, Vanessa Thompson, Muhammad Asad, Imanol Luengo, Danail Stoyanov
2025 J jnl
Zero-shot Monocular Metric Depth for Endoscopic Images.
CoRR
Nicolas Toussaint, Emanuele Colleoni, Ricardo Sanchez-Matilla, Joshua Sutcliffe, Vanessa Thompson, Muhammad Asad, Imanol Luengo, Danail Stoyanov
2023 J jnl
Fast fetal head compounding from multi-view 3D ultrasound.
Medical Image Anal.
Robert Wright, Alberto Gómez, Veronika A. Zimmer, Nicolas Toussaint, Bishesh Khanal, Jacqueline Matthew, Emily Skelton, Bernhard Kainz, Daniel Rueckert, Joseph V. Hajnal, Julia A. Schnabel
2022 J jnl
PRETUS: A plug-in based platform for real-time ultrasound imaging research.
SoftwareX
Alberto Gómez, Veronika A. Zimmer, Gavin Wheeler, Nicolas Toussaint, Shujie Deng, Robert Wright, Emily Skelton, Jackie Matthews, Bernhard Kainz, Joseph V. Hajnal, Julia A. Schnabel
2021 J jnl
A Virtual Reality System for Improved Image-Based Planning of Complex Cardiac Procedures.
J. Imaging
Shujie Deng, Gavin Wheeler, Nicolas Toussaint, Lindsay Munroe, Suryava Bhattacharya, Gina Sajith, Ei Lin, Eeshar Singh, Ka Yee Kelly Chu, Saleha Kabir, Kuberan Pushparajah, John M. Simpson, Julia A. Schnabel, Alberto Gómez
2021 J jnl
PRETUS: A plug-in based platform for real-time ultrasound imaging research.
CoRR
Alberto Gómez, Veronika A. Zimmer, Gavin Wheeler, Nicolas Toussaint, Shujie Deng, Robert Wright, Emily Skelton, Jackie Matthews, Bernhard Kainz, Joseph V. Hajnal, Julia A. Schnabel
2020 J jnl
Screen Tracking for Clinical Translation of Live Ultrasound Image Analysis Methods.
CoRR
Simona Treivase, Alberto Gómez, Jacqueline Matthew, Emily Skelton, Julia A. Schnabel, Nicolas Toussaint
2019 — conf
Complete Fetal Head Compounding from Multi-view 3D Ultrasound.
MICCAI (3)
Robert Wright, Nicolas Toussaint, Alberto Gómez, Veronika A. M. Zimmer, Bishesh Khanal, Jacqueline Matthew, Emily Skelton, Bernhard Kainz, Daniel Rueckert, Joseph V. Hajnal, Julia A. Schnabel
2019 — conf
Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers.
MICCAI (4)
Samuel Budd, Matthew Sinclair, Bishesh Khanal, Jacqueline Matthew, David Lloyd, Alberto Gómez, Nicolas Toussaint, Emma C. Robinson, Bernhard Kainz
2019 J jnl
Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers.
CoRR
Samuel Budd, Matthew Sinclair, Bishesh Khanal, Jacqueline Matthew, David Lloyd, Alberto Gómez, Nicolas Toussaint, Emma C. Robinson, Bernhard Kainz
2019 — conf
Image Reconstruction in a Manifold of Image Patches: Application to Whole-Fetus Ultrasound Imaging.
MLMIR@MICCAI
Alberto Gómez, Veronika A. Zimmer, Nicolas Toussaint, Robert Wright, James R. Clough, Bishesh Khanal, Milou P. M. van Poppel, Emily Skelton, Jackie Matthews, Julia A. Schnabel
2019 — conf
Mechanically Powered Motion Imaging Phantoms: Proof of Concept.
EMBC
Alberto Gómez, Cornelia Schmitz, Markus Henningsson, James Housden, Yohan Noh, Veronika A. Zimmer, James R. Clough, Ilkay Öksüz, Nicolas Toussaint, Andrew P. King, Julia A. Schnabel
2019 J jnl
Mechanically Powered Motion Imaging Phantoms: Proof of Concept.
CoRR
Alberto Gómez, Cornelia Schmitz, Markus Henningsson, James Housden, Yohan Noh, Veronika A. Zimmer, James R. Clough, Ilkay Öksüz, Nicolas Toussaint, Andrew P. King, Julia A. Schnabel
2019 — conf
Robotic-Assisted Ultrasound for Fetal Imaging: Evolution from Single-Arm to Dual-Arm System.
TAROS (2)
Shuangyi Wang, James Housden, Yohan Noh, Davinder Singh, Anisha Singh, Emily Skelton, Jacqueline Matthew, Cornelius Tan, Junghwan Back, Lukas Lindenroth, Alberto Gómez, Nicolas Toussaint, Veronika A. M. Zimmer, Caroline Knight, Tara P. Fletcher, David Lloyd, John M. Simpson, Dharmintra Pasupathy, Hongbin Liu, Kaspar Althoefer, Joseph V. Hajnal, Reza Razavi, Kawal S. Rhode
2019 J jnl
Robotic-assisted Ultrasound for Fetal Imaging: Evolution from Single-arm to Dual-arm System.
CoRR
Shuangyi Wang, James Housden, Yohan Noh, Davinder Singh, Anisha Singh, Emily Skelton, Jacqueline Matthew, Cornelius Tan, Junghwan Back, Lukas Lindenroth, Alberto Gómez, Nicolas Toussaint, Veronika A. M. Zimmer, Caroline Knight, Tara P. Fletcher, David Lloyd, John M. Simpson, Dharmintra Pasupathy, Hongbin Liu, Kaspar Althoefer, Joseph V. Hajnal, Reza Razavi, Kawal S. Rhode
2019 C conf
Toward the Self-Organisation of Emergency Response Teams Based on Morphogenetic Network Growth.
ALIFE
Nicolas Toussaint, Emma Norling, René Doursat
2019 — conf
Towards Whole Placenta Segmentation at Late Gestation Using Multi-view Ultrasound Images.
MICCAI (5)
Veronika A. Zimmer, Alberto Gómez, Emily Skelton, Nicolas Toussaint, Tong Zhang, Bishesh Khanal, Robert Wright, Yohan Noh, Alison Ho, Jacqueline Matthew, Joseph V. Hajnal, Julia A. Schnabel
2019 J jnl
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging.
IEEE Trans. Medical Imaging
Qingjie Meng, James Housden, Jacqueline Matthew, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz, Matthew Sinclair, Veronika A. Zimmer, Benjamin Hou, Martin Rajchl, Nicolas Toussaint, Ozan Oktay, Jo Schlemper, Alberto Gómez
2018 — conf
Automatic Shadow Detection in 2D Ultrasound Images.
DATRA/PIPPI@MICCAI
Qingjie Meng, Christian F. Baumgartner, Matthew Sinclair, James Housden, Martin Rajchl, Alberto Gómez, Benjamin Hou, Nicolas Toussaint, Veronika A. M. Zimmer, Jeremy Tan, Jacqueline Matthew, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz
2018 — conf
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging Without External Trackers.
DATRA/PIPPI@MICCAI
Bishesh Khanal, Alberto Gómez, Nicolas Toussaint, Steven McDonagh, Veronika A. M. Zimmer, Emily Skelton, Jacqueline Matthew, Daniel Grzech, Robert Wright, Chandni Gupta, Benjamin Hou, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz
2018 J jnl
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers.
CoRR
Bishesh Khanal, Alberto Gómez, Nicolas Toussaint, Steven G. McDonagh, Veronika A. Zimmer, Emily Skelton, Jacqueline Matthew, Daniel Grzech, Robert Wright, Chandni Gupta, Benjamin Hou, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz
2018 J jnl
Management of digital records with RADAR by data dilution into Complex System.
J. Robotics Netw. Artif. Life
Anne Jeannin-Girardon, Alexandre Bruyant, Nicolas Toussaint, Ismaïla Diouf, Pierre Collet, Pierre Parrend
2018 — conf
Multi-view Image Reconstruction: Application to Fetal Ultrasound Compounding.
DATRA/PIPPI@MICCAI
Veronika A. Zimmer, Alberto Gómez, Yohan Noh, Nicolas Toussaint, Bishesh Khanal, Robert Wright, Laura Peralta Pereira, Milou P. M. van Poppel, Emily Skelton, Jacqueline Matthew, Julia A. Schnabel
2018 J jnl
Oversegmenting Graphs.
CoRR
Alberto Gómez, Veronika A. Zimmer, Bishesh Khanal, Nicolas Toussaint, Julia A. Schnabel
2018 J jnl
Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging.
CoRR
Qingjie Meng, Matthew Sinclair, Veronika A. M. Zimmer, Benjamin Hou, Martin Rajchl, Nicolas Toussaint, Alberto Gómez, James Housden, Jacqueline Matthew, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz
2018 — conf
Weakly Supervised Localisation for Fetal Ultrasound Images.
DLMIA/ML-CDS@MICCAI
Nicolas Toussaint, Bishesh Khanal, Matthew Sinclair, Alberto Gómez, Emily Skelton, Jacqueline Matthew, Julia A. Schnabel
2018 J jnl
Weakly Supervised Localisation for Fetal Ultrasound Images.
CoRR
Nicolas Toussaint, Bishesh Khanal, Matthew Sinclair, Alberto Gómez, Emily Skelton, Jacqueline Matthew, Julia A. Schnabel
2017 — conf
Fast Registration of 3D Fetal Ultrasound Images Using Learned Corresponding Salient Points.
FIFI/OMIA@MICCAI
Alberto Gómez, Kanwal K. Bhatia, Sarjana Tharin, James Housden, Nicolas Toussaint, Julia A. Schnabel
2016 — conf
Application of Evolutionary Algorithms for the Optimization of Genetic Regulatory Networks.
EvoApplications (1)
Elise Rosati, Morgan Madec, Abir Rezgui, Quentin Colman, Nicolas Toussaint, Christophe Lallement, Pierre Collet
2016 J jnl
NiftyFit: a Software Package for Multi-parametric Model-Fitting of 4D Magnetic Resonance Imaging Data.
Neuroinformatics
Andrew Melbourne, Nicolas Toussaint, David Owen, Ivor J. A. Simpson, Thanasis Anthopoulos, Enrico De Vita, David Atkinson, Sébastien Ourselin
2014 — conf
Simulating Neurodegeneration through Longitudinal Population Analysis of Structural and Diffusion Weighted MRI Data.
MICCAI (3)
Marc Modat, Ivor J. A. Simpson, Manuel Jorge Cardoso, David M. Cash, Nicolas Toussaint, Nick C. Fox, Sébastien Ourselin
2013 J jnl
In vivo human cardiac fibre architecture estimation using shape-based diffusion tensor processing.
Medical Image Anal.
Nicolas Toussaint, Christian T. Stoeck, Tobias Schaeffter, Sebastian Kozerke, Maxime Sermesant, Philip G. Batchelor
2013 — conf
Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model.
FIMH
Kristin McLeod, Christof Seiler, Nicolas Toussaint, Maxime Sermesant, Xavier Pennec
2012 — —
Curvilinear Analysis and Approximation of Cardiac DTI In-Vivo.
Nicolas Toussaint
2008 — conf
An Integrated Platform for Dynamic Cardiac Simulation and Image Processing: Application to Personalised Tetralogy of Fallot Simulation.
VCBM
Nicolas Toussaint, Tommaso Mansi, Hervé Delingette, Nicholas Ayache, Maxime Sermesant