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Pascal Fua

swiss federal institutes of technology domain

98H-index
764Paper Count
5.7WCitation Count
Published Papers 40
Publication Date
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Empirical uncertainty quantification in deep learning: Applications to fluid dynamics
errCOMPUTERS & FLUIDS
IF3
err2026-05-04
err0
PREAI
errEnrico Foglia; Benjamin Bobbia; Michael Bauerheim; Thierry Jardin; Stéphane Moreau; Pascal Fua
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Training in a novel advanced augmented reality-based ablation simulator: Using 3D MR heart models of individual patients improves performance of future electrophysiologists
errHeart Rhythm O2
IF2.9
err2026-03-25
err0
errOAAI
errNora Bacha; Ambra Masi; Panagiotis Antiochos; Cheryl Teres; Mathieu Le Bloa; Patrizio Pascale; Adrian Luca; Jorge Solana; Sofia Petropoulou; Samir Bengueddache; Betim Redzepi; Uadranga Wickramasinghe; Georges Caron; Hussein Ballan; Pascal Fua; Etienne Pruvot; Juerg Schwitter
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errSave
Pairwise-Constrained Implicit Functions for 3D Human Heart Modeling
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XVI
IF0
err2026-01-01
err0
PREAI
errLe, Hieu; Xu, Jingyi; Talabot, Nicolas; Yang, Jiancheng; Fua, Pascal
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Harnessing deep learning to detect bronchiolitis obliterans syndrome from chest CT
errCOMMUNICATIONS MEDICINE
IF6.3
err2025-01-16
err0
errOAAI
errKozinski, Mateusz; Oner, Doruk; Gwizdala, Jakub; Beigelman-Aubry, Catherine; Fua, Pascal; Koutsokera, Angela; Casutt, Alessio; Vraka, Argyro; De Palma, Michele; Aubert, John-David; Bischof, Horst; von Garnier, Christophe; Rahi, Sahand Jamal; Urschler, Martin; Mansouri, Nahal
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Efficient anatomical labeling of pulmonary tree structures via deep point-graph representation-based implicit fields
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-01-01
err0
PREAI
errXie, Kangxian; Yang, Jiancheng; Wei, Donglai; Weng, Ziqiao; Fua, Pascal
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BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets (vol 20, pg 824, 2023)
errNATURE METHODS
IF32.1
err2024-08-02
err0
errOAAI
errManubens-Gil, Linus; Zhou, Zhi; Chen, Hanbo; Ramanathan, Arvind; Liu, Xiaoxiao; Liu, Yufeng; Bria, Alessandro; Gillette, Todd; Ruan, Zongcai; Yang, Jian; Radojevic, Miroslav; Zhao, Ting; Cheng, Li; Qu, Lei; Liu, Siqi; Bouchard, Kristofer E.; Gu, Lin; Cai, Weidong; Ji, Shuiwang; Roysam, Badrinath; Wang, Ching-Wei; Yu, Hongchuan; Sironi, Amos; Iascone, Daniel Maxim; Zhou, Jie; Bas, Erhan; Conde-Sousa, Eduardo; Aguiar, Paulo; Li, Xiang; Li, Yujie; Nanda, Sumit; Wang, Yuan; Muresan, Leila; Fua, Pascal; Ye, Bing; He, Hai-yan; Staiger, Jochen F.; Peter, Manuel; Cox, Daniel N.; Simonneau, Michel; Oberlaender, Marcel; Jefferis, Gregory; Ito, Kei; Gonzalez-Bellido, Paloma; Kim, Jinhyun; Rubel, Edwin; Cline, Hollis T.; Zeng, Hongkui; Nern, Aljoscha; Chiang, Ann-Shyn; Yao, Jianhua; Roskams, Jane; Livesey, Rick; Stevens, Janine; Liu, Tianming; Dang, Chinh; Guo, Yike; Zhong, Ning; Tourassi, Georgia; Hill, Sean; Hawrylycz, Michael; Koch, Christof; Meijering, Erik; Ascoli, Giorgio A.; Peng, Hanchuan
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errSave
BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets
errNATURE METHODS
IF32.1
err2023-04-17
err22
errOAAI
errManubens-Gil, Linus; Zhou, Zhi; Chen, Hanbo; Ramanathan, Arvind; Liu, Xiaoxiao; Liu, Yufeng; Bria, Alessandro; Gillette, Todd; Ruan, Zongcai; Yang, Jian; Radojevic, Miroslav; Zhao, Ting; Cheng, Li; Qu, Lei; Liu, Siqi; Bouchard, Kristofer E.; Gu, Lin; Cai, Weidong; Ji, Shuiwang; Roysam, Badrinath; Wang, Ching-Wei; Yu, Hongchuan; Sironi, Amos; Iascone, Daniel Maxim; Zhou, Jie; Bas, Erhan; Conde-Sousa, Eduardo; Aguiar, Paulo; Li, Xiang; Li, Yujie; Nanda, Sumit; Wang, Yuan; Muresan, Leila; Fua, Pascal; Ye, Bing; He, Hai-yan; Staiger, Jochen F.; Peter, Manuel; Cox, Daniel N.; Simonneau, Michel; Oberlaender, Marcel; Jefferis, Gregory; Ito, Kei; Gonzalez-Bellido, Paloma; Kim, Jinhyun; Rubel, Edwin; Cline, Hollis T.; Zeng, Hongkui; Nern, Aljoscha; Chiang, Ann-Shyn; Yao, Jianhua; Roskams, Jane; Livesey, Rick; Stevens, Janine; Liu, Tianming; Dang, Chinh; Guo, Yike; Zhong, Ning; Tourassi, Georgia; Hill, Sean; Hawrylycz, Michael; Koch, Christof; Meijering, Erik; Ascoli, Giorgio A.; Peng, Hanchuan
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errSave
Overcoming the Domain Gap in Neural Action Representations
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2022-12-19
err0
errOAAI
errGuenel, Semih; Aymanns, Florian; Honari, Sina; Ramdya, Pavan; Fua, Pascal
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errSave
Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2022-12-01
err1
errOAAI
errOner, Doruk; Kozinski, Mateusz; Citraro, Lenoardo; Fua, Pascal
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Generating LOD3 building models from structure-from-motion and semantic segmentation
errAUTOMATION IN CONSTRUCTION
IF11.5
err2022-09-01
err34
errOAAI
errPantoja-Rosero, B. G.; Achanta, R.; Kozinski, M.; Fua, P.; Perez-Cruz, F.; Beyer, K.
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errSave
TOPO-Loss for continuity-preserving crack detection using deep learning
errCONSTRUCTION AND BUILDING MATERIALS
IF8
err2022-08-01
err26
errOAAI
errPantoja-Rosero, B. G.; Oner, D.; Kozinski, M.; Achanta, R.; Fua, P.; Perez-Cruz, F.; Beyer, K.
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errSave
LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals
errNATURE METHODS
IF32.1
err2021-08-05
err44
errOAAI
errGosztolai, Adam; Gunel, Semih; Lobato-Rios, Victor; Pietro Abrate, Marco; Morales, Daniel; Rhodin, Helge; Fua, Pascal; Ramdya, Pavan
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Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2020-04-01
err10
PREAI
errBermuedez-Chacon, Roger; Altingoevde, Okan; Becker, Carlos; Salzmann, Mathieu; Fua, Pascal
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Tracing in 2D to reduce the annotation effort for 3D deep delineation of linear structures
errMEDICAL IMAGE ANALYSIS
IF11.8
err2020-02-01
err15
errOAAI
errKozinski, Mateusz; Mosinska, Agata; Salzmann, Mathieu; Fua, Pascal
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errSave
Are Existing Monocular Computer Vision-Based 3D Motion Capture Approaches Ready for Deployment? A Methodological Study on the Example of Alpine Skiing
errSENSORS
IF3.5
err2019-10-06
err15
errOAAI
errOstrek, Mirela; Rhodin, Helge; Fua, Pascal; Mueller, Erich; Spoerri, Joerg
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DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila
errELIFE
IF0
err2019-10-04
err116
errOAAI
errGunel, Semih; Rhodin, Helge; Morales, Daniel; Campagnolo, Joao; Ramdya, Pavan; Fua, Pascal
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errSave
A Performance Evaluation of Local Features for Image-Based 3D Reconstruction
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2019-10-01
err78
errOAAI
errFan, Bin; Kong, Qingqun; Wang, Xinchao; Wang, Zhiheng; Xiang, Shiming; Pan, Chunhong; Fua, Pascal
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errSave
Learning Latent Representations of 3D Human Pose with Deep Neural Networks
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2018-01-31
err53
errOAAI
errKatircioglu, Isinsu; Tekin, Bugra; Salzmann, Mathieu; Lepetit, Vincent; Fua, Pascal
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Tilt-less 3-D electron imaging and reconstruction of complex curvilinear structures
errSCIENTIFIC REPORTS
IF3.9
err2017-09-06
err15
errOAAI
errOveisi, Emad; Letouzey, Antoine; Alexander, Duncan T. L.; Jeangros, Quentin; Schaublin, Robin; Lucas, Guillaume; Fua, Pascal; Hebert, Cecile
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Simultaneous segmentation and anatomical labeling of the cerebral vasculature
errMEDICAL IMAGE ANALYSIS
IF11.8
err2016-08-01
err41
errOAAI
errRobben, David; Tueretken, Engin; Sunaert, Stefan; Thijs, Vincent; Wilms, Guy; Fua, Pascal; Maes, Frederik; Suetens, Paul
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Research Directions

No research directions
Co-authors
Cooperation Journals
C
Christof Koch
H-index: 160 · Papers: 1.1K
R
Raquel Urtasun
H-index: 102 · Papers: 426
N
Nassir Navab
H-index: 100 · Papers: 2.0K
V
Vincent Thijs
H-index: 95 · Papers: 690
H
Hongkui Zeng
H-index: 94 · Papers: 377
View more