Guillaume Zahnd

24 papers Misc 1Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Efficient Deep Model-Based Optoacoustic Image Reconstruction.
CoRR
Christoph Dehner, Guillaume Zahnd
2023 J jnl
A deep neural network for real-time optoacoustic image reconstruction with adjustable speed of sound.
Nat. Mac. Intell.
Christoph Dehner, Guillaume Zahnd, Vasilis Ntziachristos, Dominik Jüstel
2022 Misc conf
Carotid Artery Wall Segmentation in Ultrasound Image Sequences Using a Deep Convolutional Neural Network.
ICCVG
Nolann Lainé, Hervé Liebgott, Guillaume Zahnd, Maciej Orkisz
2022 J jnl
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans.
Comput. Biol. Medicine
Kristen M. Meiburger, Francesco Marzola, Guillaume Zahnd, Francesco Faita, Christos P. Loizou, Nolann Lainé, Catarina Carvalho, David A. Steinman, Lorenzo Gibello, Rosa Maria Bruno, Ricarda Clarenbach, Martina Francesconi, Andrew Nicolaides, Hervé Liebgott, Aurélio Campilho, Reza Ghotbi, Efthyvoulos Kyriacou, Nassir Navab, Maura Griffin, Andrie G. Panayiotou, Rachele Gherardini, Gianfranco Varetto, Elisabetta Bianchini, Constantinos S. Pattichis, Lorenzo Ghiadoni, José Rouco, Maciej Orkisz, Filippo Molinari
2022 J jnl
Carotid artery wall segmentation in ultrasound image sequences using a deep convolutional neural network.
CoRR
Nolann Lainé, Guillaume Zahnd, Hervé Liebgott, Maciej Orkisz
2020 J jnl
Automatic Normal Positioning of Robotic Ultrasound Probe Based Only on Confidence Map Optimization and Force Measurement.
IEEE Robotics Autom. Lett.
Zhongliang Jiang, Matthias Grimm, Mingchuan Zhou, Javier Esteban, Walter Simson, Guillaume Zahnd, Nassir Navab
2020 J jnl
Cutting Depth Monitoring Based on Milling Force for Robot-Assisted Laminectomy.
IEEE Trans Autom. Sci. Eng.
Zhongliang Jiang, Xiaozhi Qi, Yu Sun, Ying Hu, Guillaume Zahnd, Jianwei Zhang
2020 J jnl
Skin Surface Detection in 3D Optoacoustic Mesoscopy Based on Dynamic Programming.
IEEE Trans. Medical Imaging
Suhanyaa Nitkunanantharajah, Guillaume Zahnd, Malini Olivo, Nassir Navab, Pouyan Mohajerani, Vasilis Ntziachristos
2019 — conf
Abstract: Beamforming Sub-Sampled Raw Ultrasound Data with DeepFormer.
Bildverarbeitung für die Medizin
Walter Simson, Magdalini Paschali, Guillaume Zahnd, Nassir Navab
2019 — conf
Adaptive Image-Feature Learning for Disease Classification Using Inductive Graph Networks.
MICCAI (6)
Hendrik Burwinkel, Anees Kazi, Gerome Vivar, Shadi Albarqouni, Guillaume Zahnd, Nassir Navab, Seyed-Ahmad Ahmadi
2019 J jnl
Adaptive image-feature learning for disease classification using inductive graph networks.
CoRR
Hendrik Burwinkel, Anees Kazi, Gerome Vivar, Shadi Albarqouni, Guillaume Zahnd, Nassir Navab, Seyed-Ahmad Ahmadi
2019 — conf
Healthy Vessel Wall Detection Using U-Net in Optical Coherence Tomography.
MLMECH/CVII-STENT@MICCAI
Shengnan Liu, Denis P. Shamonin, Guillaume Zahnd, Anton F. W. van der Steen, Theo van Walsum, Gijs van Soest
2019 — ed.
Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - First International Workshop, MLMECH 2019, and 8th Joint International Workshop, CVII-STENT 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
MLMECH/CVII-STENT@MICCAI
Hongen Liao, Simone Balocco, Guijin Wang, Feng Zhang, Yongpan Liu, Zijian Ding, Luc Duong, Renzo Phellan, Guillaume Zahnd, Katharina Breininger, Shadi Albarqouni, Stefano Moriconi, Su-Lin Lee, Stefanie Demirci
2019 — conf
Towards Fully Automatic X-Ray to CT Registration.
MICCAI (6)
Javier Esteban, Matthias Grimm, Mathias Unberath, Guillaume Zahnd, Nassir Navab
2018 J jnl
Dynamic Block Matching to assess the longitudinal component of the dense motion field of the carotid artery wall in B-mode ultrasound sequences - Association with coronary artery disease.
CoRR
Guillaume Zahnd, Kozue Saito, Kazuyuki Nagatsuka, Yoshito Otake, Yoshinobu Sato
2018 — ed.
Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings
CVII-STENT/LABELS@MICCAI
Danail Stoyanov, Zeike Taylor, Simone Balocco, Raphael Sznitman, Anne L. Martel, Lena Maier-Hein, Luc Duong, Guillaume Zahnd, Stefanie Demirci, Shadi Albarqouni, Su-Lin Lee, Stefano Moriconi, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Eric Granger, Pierre Jannin
2017 J jnl
Contour segmentation of the intima, media, and adventitia layers in intracoronary OCT images: application to fully automatic detection of healthy wall regions.
Int. J. Comput. Assist. Radiol. Surg.
Guillaume Zahnd, Ayla Hoogendoorn, Nicolas Combaret, Antonios Karanasos, Emilie Péry, Laurent Sarry, Pascal Motreff, Wiro J. Niessen, Evelyn Regar, Gijs van Soest, Frank Gijsen, Theo van Walsum
2017 — ed.
Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10-14, 2017, Proceedings
CVII-STENT/LABELS@MICCAI
M. Jorge Cardoso, Tal Arbel, Su-Lin Lee, Veronika Cheplygina, Simone Balocco, Diana Mateus, Guillaume Zahnd, Lena Maier-Hein, Stefanie Demirci, Eric Granger, Luc Duong, Marc-André Carbonneau, Shadi Albarqouni, Gustavo Carneiro
2016 J jnl
Fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study.
Int. J. Comput. Assist. Radiol. Surg.
Guillaume Zahnd, Jelle Schrauwen, Antonios Karanasos, Evelyn Regar, Wiro J. Niessen, Theo van Walsum, Frank Gijsen
2015 J jnl
Quantification of fibrous cap thickness in intracoronary optical coherence tomography with a contour segmentation method based on dynamic programming.
Int. J. Comput. Assist. Radiol. Surg.
Guillaume Zahnd, Antonios Karanasos, Gijs van Soest, Evelyn Regar, Wiro J. Niessen, Frank Gijsen, Theo van Walsum
2014 — conf
Semi-automated Quantification of Fibrous Cap Thickness in Intracoronary Optical Coherence Tomography.
IPCAI
Guillaume Zahnd, Antonios Karanasos, Gijs van Soest, Evelyn Regar, Wiro J. Niessen, Frank Gijsen, Theo van Walsum
2014 J jnl
Simultaneous extraction of carotid artery intima-media interfaces in ultrasound images: assessment of wall thickness temporal variation during the cardiac cycle.
Int. J. Comput. Assist. Radiol. Surg.
Guillaume Zahnd, Maciej Orkisz, André Sérusclat, Philippe Moulin, Didier Vray
2014 — conf
Tracking arterial wall motion in a 2D+t volume.
BHI
Guillaume Zahnd, Maciej Orkisz, Simone Balocco, André Sérusclat, Philippe Moulin, Didier Vray
2013 J jnl
Evaluation of a Kalman-based block matching method to assess the bi-dimensional motion of the carotid artery wall in B-mode ultrasound sequences.
Medical Image Anal.
Guillaume Zahnd, Maciej Orkisz, André Sérusclat, Philippe Moulin, Didier Vray