Guillaume Zahnd

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 15

Top Topics

Convolutional Neural Network

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

IEEE Robotics Autom. Lett.

Publications

Christoph Dehner, Guillaume Zahnd, Vasilis Ntziachristos, Dominik Jüstel
A deep neural network for real-time optoacoustic image reconstruction with adjustable speed of sound. Nat. Mac. Intell. 5 (10) (2023)
Nolann Lainé, Guillaume Zahnd, Herv é Liebgott, Maciej Orkisz
Carotid artery wall segmentation in ultrasound image sequences using a deep convolutional neural network. CoRR (2022)
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
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 144 (2022)
Nolann Lainé, Hervé Liebgott, Guillaume Zahnd, Maciej Orkisz
Carotid Artery Wall Segmentation in Ultrasound Image Sequences Using a Deep Convolutional Neural Network. ICCVG (2022)
Zhongliang Jiang, Xiaozhi Qi, Yu Sun, Ying Hu, Guillaume Zahnd, Jianwei Zhang
Cutting Depth Monitoring Based on Milling Force for Robot-Assisted Laminectomy. IEEE Trans Autom. Sci. Eng. 17 (1) (2020)
Zhongliang Jiang, Matthias Grimm, Mingchuan Zhou, Javier Esteban, Walter Simson, Guillaume Zahnd, Nassir Navab
Automatic Normal Positioning of Robotic Ultrasound Probe Based Only on Confidence Map Optimization and Force Measurement. IEEE Robotics Autom. Lett. 5 (2) (2020)
Suhanyaa Nitkunanantharajah, Guillaume Zahnd, Malini Olivo, Nassir Navab, Pouyan Mohajerani, Vasilis Ntziachristos
Skin Surface Detection in 3D Optoacoustic Mesoscopy Based on Dynamic Programming. IEEE Trans. Medical Imaging 39 (2) (2020)
Hendrik Burwinkel, Anees Kazi, Gerome Vivar, Shadi Albarqouni, Guillaume Zahnd, Nassir Navab, Seyed-Ahmad Ahmadi
Adaptive image-feature learning for disease classification using inductive graph networks. CoRR (2019)
Hendrik Burwinkel, Anees Kazi, Gerome Vivar, Shadi Albarqouni, Guillaume Zahnd, Nassir Navab, Seyed-Ahmad Ahmadi
Adaptive Image-Feature Learning for Disease Classification Using Inductive Graph Networks. MICCAI (6) (2019)
Shengnan Liu, Denis P. Shamonin, Guillaume Zahnd, Anton F. W. van der Steen, Theo van Walsum, Gijs van Soest
Healthy Vessel Wall Detection Using U-Net in Optical Coherence Tomography. MLMECH/CVII-STENT@MICCAI (2019)
Walter Simson, Magdalini Paschali, Guillaume Zahnd, Nassir Navab
Abstract: Beamforming Sub-Sampled Raw Ultrasound Data with DeepFormer. Bildverarbeitung für die Medizin (2019)
Javier Esteban, Matthias Grimm, Mathias Unberath, Guillaume Zahnd, Nassir Navab
Towards Fully Automatic X-Ray to CT Registration. MICCAI (6) (2019)
Guillaume Zahnd, Kozue Saito, Kazuyuki Nagatsuka, Yoshito Otake, Yoshinobu Sato
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 (2018)
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
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. 12 (11) (2017)
Guillaume Zahnd, Jelle Schrauwen, Antonios Karanasos, Evelyn Regar, Wiro J. Niessen, Theo van Walsum, Frank Gijsen
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. 11 (10) (2016)
Guillaume Zahnd, Antonios Karanasos, Gijs van Soest, Evelyn Regar, Wiro J. Niessen, Frank Gijsen, Theo van Walsum
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. 10 (9) (2015)
Guillaume Zahnd, Maciej Orkisz, Simone Balocco, André Sérusclat, Philippe Moulin, Didier Vray
Tracking arterial wall motion in a 2D+t volume. BHI (2014)
Guillaume Zahnd, Antonios Karanasos, Gijs van Soest, Evelyn Regar, Wiro J. Niessen, Frank Gijsen, Theo van Walsum
Semi-automated Quantification of Fibrous Cap Thickness in Intracoronary Optical Coherence Tomography. IPCAI (2014)
Guillaume Zahnd, Maciej Orkisz, André Sérusclat, Philippe Moulin, Didier Vray
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. 9 (4) (2014)
Guillaume Zahnd, Maciej Orkisz, André Sérusclat, Philippe Moulin, Didier Vray
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. 17 (5) (2013)