Philippe C. Cattin

Orcid: 0000-0001-8785-2713

According to our database1, Philippe C. Cattin authored at least 138 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Augmented reality for sentinel lymph node biopsy.
Int. J. Comput. Assist. Radiol. Surg., January, 2024

Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting.
CoRR, 2024

Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection.
CoRR, 2024

WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis.
CoRR, 2024

Denoising Diffusion Models for Inpainting of Healthy Brain Tissue.
CoRR, 2024

2023
Automatic patient positioning based on robot rotational workspace for extended reality.
Int. J. Comput. Assist. Radiol. Surg., November, 2023

Improved distinct bone segmentation in upper-body CT through multi-resolution networks.
Int. J. Comput. Assist. Radiol. Surg., November, 2023

Minimally invasive in situ bioprinting using tube-based material transfer.
Autom., July, 2023

Qualitative and quantitative assessment of admittance controllers for hand-guiding surgical robots.
Autom., July, 2023

Editorial for the MEDIA MICCAI special issue 2021.
Medical Image Anal., 2023

GAMER-MRIL identifies Disability-Related Brain Changes in Multiple Sclerosis.
CoRR, 2023

Diffusion Models for Memory-efficient Processing of 3D Medical Images.
CoRR, 2023

Diffusion Models for Contrast Harmonization of Magnetic Resonance Images.
Proceedings of the Medical Imaging with Deep Learning, 2023

Denoising Diffusion Models for Memory-efficient Processing of 3D Medical Images.
Proceedings of the Medical Imaging with Deep Learning, 2023

Point Cloud Diffusion Models for Automatic Implant Generation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Deep-Learning-Based Fast Optical Coherence Tomography (OCT) Image Denoising for Smart Laser Osteotomy.
IEEE Trans. Medical Imaging, 2022

Fabrication and Characterization of a Flexible FBG-Based Shape Sensor Using Single-Mode Fibers.
IEEE Trans. Biomed. Eng., 2022

Miniature parallel robot with submillimeter positioning accuracy for minimally invasive laser osteotomy.
Robotica, 2022

The secret role of undesired physical effects in accurate shape sensing with eccentric FBGs.
CoRR, 2022

Using Supervised Deep-Learning to Model Edge-FBG Shape Sensors.
CoRR, 2022

Ensemble uncertainty as a criterion for dataset expansion in distinct bone segmentation from upper-body CT images.
CoRR, 2022

The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models.
CoRR, 2022

Patient positioning by visualising surgical robot rotational workspace in augmented reality.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022

Improved distinct bone segmentation from upper-body CT using binary-prediction-enhanced multi-class inference.
Int. J. Comput. Assist. Radiol. Surg., 2022

Bone Ablation Depth Estimation From Er: YAG Laser-Generated Acoustic Waves.
IEEE Access, 2022

Diffusion Models for Implicit Image Segmentation Ensembles.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Position Regression for Unsupervised Anomaly Detection.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Learn to Ignore: Domain Adaptation for Multi-site MRI Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Diffusion Models for Medical Anomaly Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
The Functional Rotational Workspace of a Human-Robot System can be Influenced by Adjusting the Telemanipulator Handle Orientation.
IEEE Trans. Haptics, 2021

Quantitative Evaluation of the Thickness of the Available Manipulation Volume Inside the Knee Joint Capsule for Minimally Invasive Robotic Unicondylar Knee Arthroplasty.
IEEE Trans. Biomed. Eng., 2021

Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis.
CoRR, 2021

Comparison of Methods Generalizing Max- and Average-Pooling.
CoRR, 2021

Deep-Learning Approach for Tissue Classification Using Acoustic Waves During Ablation With an Er: YAG Laser.
IEEE Access, 2021

The SEA-Scope: Torque-limited endoscopic joint control for telemanipulation or visual servoing through tendon force control with series elastic actuation.
Proceedings of the International Symposium on Medical Robotics, 2021

2020
Force quantification and simulation of pedicle screw tract palpation using direct visuo-haptic volume rendering.
Int. J. Comput. Assist. Radiol. Surg., 2020

SPHN - The Swiss Aging Citizen Reference (SACR).
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper Bodies.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

2019
Self-Scanned HIFU Ablation of Moving Tissue Using Real-Time Hybrid US-MR Imaging.
IEEE Trans. Biomed. Eng., 2019

Accelerated Motion-Aware MR Imaging via Motion Prediction from K-Space Center.
CoRR, 2019

Joint Inverse Medium and Optimal Control Problem for Acoustic Waves.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2019

Recurrent Registration Neural Networks for Deformable Image Registration.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Weakly Supervised Learning Strategy for Lung Defect Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Gated Recurrent Neural Networks for Accelerated Ventilation MRI.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Gamma Source Location Learning from Synthetic Multi-pinhole Collimator Data.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019

Inter-fractional Respiratory Motion Modelling from Abdominal Ultrasound: A Feasibility Study.
Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019

Direct Visual and Haptic Volume Rendering of Medical Data Sets for an Immersive Exploration in Virtual Reality.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

A First Approach to Miniaturized Optoacoustic Feedback Sensor for Smart Laser Osteotome : Fiber-Coupled Fabry-Pérot Etalon Sensor.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Data Acquisition System for a Medical Tracking Device based on a Novel Angular Sensor : How to Acquire and Process Data from the ASTRAS Tracking System.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Preliminary Tests of the Miniaturization of a Novel Concept of Angular Sensors.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Assessment of the Functional Rotational Workspace of Different Grasp Type Handles for the lambda.6 Haptic Device.
Proceedings of the 2019 IEEE World Haptics Conference, 2019

2018
AirLab: Autograd Image Registration Laboratory.
CoRR, 2018

Eye tracker accuracy: quantitative evaluation of the invisible eye center location.
Int. J. Comput. Assist. Radiol. Surg., 2018

Optimizing controlled laser cutting of hard tissue (bone).
Autom., 2018

Adaptive Graph Diffusion Regularisation for Discontinuity Preserving Image Registration.
Proceedings of the Biomedical Image Registration - 8th International Workshop, 2018

An Inhomogeneous Multi-resolution Regularization Concept for Discontinuity Preserving Image Registration.
Proceedings of the Biomedical Image Registration - 8th International Workshop, 2018

Feasibility Study of Subfoveal Choroidal Thickness Changes in Spectral-Domain Optical Coherence Tomography Measurements of Macular Telangiectasia Type 2.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Bone Reconstruction and Depth Control During Laser Ablation.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2018

Motion Aware MR Imaging via Spatial Core Correspondence.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Spinal Cord Gray Matter-White Matter Segmentation on Magnetic Resonance AMIRA Images with MD-GRU.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2018

Respiratory Motion Modelling Using cGANs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Pathology Segmentation Using Distributional Differences to Images of Healthy Origin.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

A Parallel Robotic Mechanism for the Stabilization and Guidance of an Endoscope Tip in Laser Osteotomy.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

EndoCAT: An EtherCAT-based Articulated Rear View Endoscope for Single Port Surgery.
Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018

Reinventing Bone Surgery - From Planning to Execution of a Hard-Tissue Cut.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017
Multi-dimensional Gated Recurrent Units for Automated Anatomical Landmark Localization.
CoRR, 2017

Respiratory motion compensation for the robot-guided laser osteotome.
Int. J. Comput. Assist. Radiol. Surg., 2017

Model-Driven 3-D Regularisation for Robust Segmentation of the Refractive Corneal Surfaces in Spiral OCT Scans.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Compressed Sensing on Multi-pinhole Collimator SPECT Camera for Sentinel Lymph Node Biopsy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Detecting Early Choroidal Changes Using Piecewise Rigid Image Registration and Eye-Shape Adherent Regularization.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

An Optimal Control Approach for High Intensity Focused Ultrasound Self-Scanning Treatment Planning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Directional Averages for Motion Segmentation in Discontinuity Preserving Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

A Localized Statistical Motion Model as a Reproducing Kernel for Non-rigid Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

High Order Slice Interpolation for Medical Images.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2017

Automated Segmentation of Multiple Sclerosis Lesions Using Multi-dimensional Gated Recurrent Units.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

2016
With Gaze Tracking Toward Noninvasive Eye Cancer Treatment.
IEEE Trans. Biomed. Eng., 2016

Discontinuity Preserving Image Registration through Motion Segmentation: A Primal-Dual Approach.
Comput. Math. Methods Medicine, 2016

Simultaneous intrinsic and extrinsic calibration of a laser deflecting tilting mirror in the projective voltage space.
Int. J. Comput. Assist. Radiol. Surg., 2016

Automatic, Robust, and Globally Optimal Segmentation of Tubular Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Bilateral Regularization in Reproducing Kernel Hilbert Spaces for Discontinuity Preserving Image Registration.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Variational Segmentation of the White and Gray Matter in the Spinal Cord Using a Shape Prior.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016

Multi-dimensional Gated Recurrent Units for the Segmentation of Biomedical 3D-Data.
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016

Augmenting Scintigraphy Images with Pinhole Aligned Endoscopic Cameras: A Feasibility Study.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

Sparse Kernel Machines for Discontinuous Registration and Nonstationary Regularization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Bilateral filter regularized accelerated Demons for improved discontinuity preserving registration.
Comput. Medical Imaging Graph., 2015

Direct Calibration of a Laser Ablation System in the Projective Voltage Space.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Augmented Reality Assisted Brain Tumor Extraction in Mice.
Proceedings of the Augmented and Virtual Reality - Second International Conference, 2015

2014
Model-guided respiratory organ motion prediction of the liver from 2D ultrasound.
Medical Image Anal., 2014

Intensity-based hierarchical elastic registration using approximating splines.
Int. J. Comput. Assist. Radiol. Surg., 2014

Classification of benign and malignant masses in breast mammograms.
Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Evaluation of image processing algorithms on ARM powered mobile devices.
Proceedings of the 37th International Convention on Information and Communication Technology, 2014

A New Cost-Effective Approach to Pedicular Screw Placement.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2014

Augmented Reality Assisted Laparoscopic Partial Nephrectomy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

A Bilinear Model for Temporally Coherent Respiratory Motion.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014

Histology to μCT Data Matching Using Landmarks and a Density Biased RANSAC.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013
Prediction of Cranio-Maxillofacial Surgical Planning Using an Inverse Soft Tissue Modelling Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Landmark-Based Surgical Navigation.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013

Evaluation of OpenCL native math functions for image processing algorithms.
Proceedings of the XXIV International Symposium on Information, 2013

2012
Robust tumour tracking from 2D imaging using a population-based statistical motion model.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Using a flexibility constrained 3D statistical shape model for robust MRF-based segmentation.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

A shape prior-based MRF model for 3D masseter muscle segmentation.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Graph Cut Segmentation Using a Constrained Statistical Model with Non-linear and Sparse Shape Optimization.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

A Landmark-Based Primal-Dual Approach for Discontinuity Preserving Registration.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

A primal-dual approach for discontinuity preserving registration.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Model-Based Respiratory Motion Compensation in MRgHIFU.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012

Towards more precise, minimally-invasive tumour treatment under free breathing.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
A Bayesian Framework for Estimating Respiratory Liver Motion from Sparse Measurements.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011

Discontinuity Preserving Registration of Abdominal MR Images with Apparent Sliding Organ Motion.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011

3D Organ Motion Prediction for MR-Guided High Intensity Focused Ultrasound.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Diffusion weighted imaging distortion correction using hybrid multimodal image registration.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Objective and expert-independent validation of retinal image registration algorithms by a projective imaging distortion model.
Medical Image Anal., 2010

Multi-modal diffeomorphic demons registration based on point-wise mutual information.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Tracking the invisible: Learning where the object might be.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Intensity-based elastic registration incorporating anisotropic landmark errors and rotational information.
Int. J. Comput. Assist. Radiol. Surg., 2009

Guided review by frequent itemset mining: additional evidence for plaque detection.
Int. J. Comput. Assist. Radiol. Surg., 2009

Contrast Enhancement with Dual Energy CT for the Assessment of Atherosclerosis.
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

2008
Non-rigid registration of multi-modal images using both mutual information and cross-correlation.
Medical Image Anal., 2008

Automatic Detection of Calcified Coronary Plaques in Computed Tomography Data Sets.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Automatic Ascending Aorta Detection in CTA Datasets.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008

2007
Endoscopic Navigation for Minimally Invasive Suturing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Inter-subject Modelling of Liver Deformation During Radiation Therapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Presenting in html.
Proceedings of the 2007 ACM Symposium on Document Engineering, 2007

2006
Local Intensity Mapping for Hierarchical Non-rigid Registration of Multi-modal Images Using the Cross-Correlation Coefficient.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

Markerless Endoscopic Registration and Referencing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Retina Mosaicing Using Local Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Automatic Segmentation of the Aortic Dissection Membrane from 3D CTA Images.
Proceedings of the Medical Imaging and Augmented Reality, 2006

Mosaicing of Endoscopic Placenta Images.
Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006

Automatic Identification of Critical Landmarks on the Third Ventricle .
Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006

Fully Automatic Endoscope Calibration for Intraoperative Use.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006

Automatic Segmentation of the Vessel Lumen from 3D CTA Images of Aortic Dissection.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006

Piecewise Rigid Multimodal Spine Registration.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006

2005
4D MR Imaging Using Internal Respiratory Gating.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Adaptive Subdivision for Hierarchical Non-rigid Registration of Multi-modal Images Using Mutual Information.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Camera-Marker Alignment Framework and Comparison with Hand-Eye Calibration for Augmented Reality Applications.
Proceedings of the Fourth IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2005), 2005

Fließende Überblendung von Endoskopiebildern für die Erstellung eines Mosaiks.
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005

2002
Biometric authentication system using human gait.
PhD thesis, 2002


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