Pierre Jannin

Orcid: 0000-0002-7415-071X

According to our database1, Pierre Jannin authored at least 144 papers between 1997 and 2024.

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Bibliography

2024
A preliminary exploration into top-down and bottom-up deep-learning approaches to localising neuro-interventional point targets in volumetric MRI.
Int. J. Comput. Assist. Radiol. Surg., February, 2024

2023
Gaze behavior is related to objective technical skills assessment during virtual reality simulator-based surgical training: a proof of concept.
Int. J. Comput. Assist. Radiol. Surg., September, 2023

Reference-free Bayesian model for pointing errors of typein neurosurgical planning.
Int. J. Comput. Assist. Radiol. Surg., July, 2023

PEg TRAnsfer Workflow recognition challenge report: Do multimodal data improve recognition?
Comput. Methods Programs Biomed., June, 2023

Deep neural network architecture for automated soft surgical skills evaluation using objective structured assessment of technical skills criteria.
Int. J. Comput. Assist. Radiol. Surg., May, 2023

"Stand-up straight!": human pose estimation to evaluate postural skills during orthopedic surgery simulations.
Int. J. Comput. Assist. Radiol. Surg., February, 2023

Why is the winner the best?
CoRR, 2023

Understanding metric-related pitfalls in image analysis validation.
CoRR, 2023

Virtual reality environments to train soft skills in medical and nursing education: a technical feasibility study between France and Japan.
Int. J. Comput. Assist. Radiol. Surg., 2023

sEMG-based Motion Recognition for Robotic Surgery Training - A Preliminary Study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Why is the Winner the Best?
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
A Delphi consensus statement for digital surgery.
npj Digit. Medicine, 2022

Surgical data science - from concepts toward clinical translation.
Medical Image Anal., 2022

Metrics reloaded: Pitfalls and recommendations for image analysis validation.
CoRR, 2022

PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?
CoRR, 2022

Errors of type or errors of degree? Cortical point targeting in transcranial magnetic stimulation.
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Diffusion Tensor Imaging Biomarkers for Parkinson's Disease Symptomatology.
Proceedings of the Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery, 2022

2021
Towards responsible research in digital technology for health care.
CoRR, 2021

Common Limitations of Image Processing Metrics: A Picture Story.
CoRR, 2021

MIcro-Surgical Anastomose Workflow recognition challenge report.
CoRR, 2021

MIcro-surgical anastomose workflow recognition challenge report.
Comput. Methods Programs Biomed., 2021

PassFlow: a multimodal workflow for predicting deep brain stimulation outcomes.
Int. J. Comput. Assist. Radiol. Surg., 2021

Adapting the listening time for micro-electrode recordings in deep brain stimulation interventions.
Int. J. Comput. Assist. Radiol. Surg., 2021

Explaining a model predicting quality of surgical practice: a first presentation to and review by clinical experts.
Int. J. Comput. Assist. Radiol. Surg., 2021

Automatic cortical target point localisation in MRI for transcranial magnetic stimulation via a multi-resolution convolutional neural network.
Int. J. Comput. Assist. Radiol. Surg., 2021

Extending convolutional neural networks for localizing the subthalamic nucleus from micro-electrode recordings in Parkinson's disease.
Biomed. Signal Process. Control., 2021

Data imputation and compression for Parkinson's disease clinical questionnaires.
Artif. Intell. Medicine, 2021

Machine learning in deep brain stimulation: A systematic review.
Artif. Intell. Medicine, 2021

Segmentation of the subthalamic nucleus in MRI via Convolutional Neural Networks for deep brain stimulation planning.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

2020
BIAS: Transparent reporting of biomedical image analysis challenges.
Medical Image Anal., 2020

Surgical Data Science - from Concepts to Clinical Translation.
CoRR, 2020

Towards Generalizable Surgical Activity Recognition Using Spatial Temporal Graph Convolutional Networks.
CoRR, 2020

Real-time surgical needle detection using region-based convolutional neural networks.
Int. J. Comput. Assist. Radiol. Surg., 2020

Assisted phase and step annotation for surgical videos.
Int. J. Comput. Assist. Radiol. Surg., 2020

Predicting the quality of surgical exposure using spatial and procedural features from laparoscopic videos.
Int. J. Comput. Assist. Radiol. Surg., 2020

Offline identification of surgical deviations in laparoscopic rectopexy.
Artif. Intell. Medicine, 2020

Topology-aware activation layer for neural network image segmentation.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Localisation of the subthalamic nucleus in MRI via convolutional neural networks for deep brain stimulation planning.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

SepaConvNet for Localizing the Subthalamic Nucleus Using One Second Micro-electrode Recordings.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Real-time identification of blood regions for hemostasis support in laparoscopic surgery.
Signal Image Video Process., 2019

Subthalamic nucleus local field potentials recordings reveal subtle effects of promised reward during conflict resolution in Parkinson's disease.
NeuroImage, 2019

Surgical Gesture Recognition with Optical Flow only.
CoRR, 2019

Assessment of surgical skills by using surgical navigation in robot-assisted partial nephrectomy.
Int. J. Comput. Assist. Radiol. Surg., 2019

Automatic annotation of surgical activities using virtual reality environments.
Int. J. Comput. Assist. Radiol. Surg., 2019

2018
Special Issue on MICCAI 2017.
Medical Image Anal., 2018

Surgical Data Science: A Consensus Perspective.
CoRR, 2018

Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions.
CoRR, 2018

Sequential surgical signatures in micro-suturing task.
Int. J. Comput. Assist. Radiol. Surg., 2018

Self-guided training for deep brain stimulation planning using objective assessment.
Int. J. Comput. Assist. Radiol. Surg., 2018

Toward a standard ontology of surgical process models.
Int. J. Comput. Assist. Radiol. Surg., 2018

Surgical skills: Can learning curves be computed from recordings of surgical activities?
Int. J. Comput. Assist. Radiol. Surg., 2018

Evaluation of contactless human-machine interface for robotic surgical training.
Int. J. Comput. Assist. Radiol. Surg., 2018

Guest editorial for the IJCARS special issue on MICCAI 2017.
Int. J. Comput. Assist. Radiol. Surg., 2018

Automatic preoperative planning of DBS electrode placement using anatomo-clinical atlases and volume of tissue activated.
Int. J. Comput. Assist. Radiol. Surg., 2018

Knowledge transfer for surgical activity prediction.
Int. J. Comput. Assist. Radiol. Surg., 2018

Surgical motion analysis using discriminative interpretable patterns.
Artif. Intell. Medicine, 2018


2017
Improvement of Pyramidal Tract Side Effect Prediction Using a Data-Driven Method in Subthalamic Stimulation.
IEEE Trans. Biomed. Eng., 2017

Vision-based and marker-less surgical tool detection and tracking: a review of the literature.
Medical Image Anal., 2017

Distinguishing surgical behavior by sequential pattern discovery.
J. Biomed. Informatics, 2017

Analyzing Before Solving: Which Parameters Influence Low-Level Surgical Activity Recognition.
CoRR, 2017

Surgical Data Science: Enabling Next-Generation Surgery.
CoRR, 2017

Acquisition models in intraoperative positron surface imaging.
Int. J. Comput. Assist. Radiol. Surg., 2017

Finding discriminative and interpretable patterns in sequences of surgical activities.
Artif. Intell. Medicine, 2017

Automatic matching of surgeries to predict surgeons' next actions.
Artif. Intell. Medicine, 2017

Real-time phase recognition in novel needle-based intervention: a multi-operator feasibility study.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Abstract: Können wir Rankings vertrauen? Eine systematische Analyse biomedizinischer Challenges hinsichtlich Reporting und Design.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis.
Proceedings of the Artificial Intelligence in Medicine, 2017

2016
Unsupervised Trajectory Segmentation for Surgical Gesture Recognition in Robotic Training.
IEEE Trans. Biomed. Eng., 2016

Procedural surgical skill assessment in laparoscopic training environments.
Int. J. Comput. Assist. Radiol. Surg., 2016

Erratum to: LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition.
Int. J. Comput. Assist. Radiol. Surg., 2016

Automatic data-driven real-time segmentation and recognition of surgical workflow.
Int. J. Comput. Assist. Radiol. Surg., 2016

Synthesis and Simulation of Surgical Process Models.
Proceedings of the Medicine Meets Virtual Reality 22 - NextMed, 2016

Partition-based acquisition model for speed up navigated beta-probe surface imaging.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Image-guided preoperative prediction of pyramidal tract side effect in deep brain stimulation.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Pareto Front vs. Weighted Sum for Automatic Trajectory Planning of Deep Brain Stimulation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

From Observations to Collaborative Simulation: Application to Surgical Training.
Proceedings of the International Conference on Artificial Reality and Telexistence and Eurographics Symposium on Virtual Environments, 2016

2015
Detecting Surgical Tools by Modelling Local Appearance and Global Shape.
IEEE Trans. Medical Imaging, 2015

Information processing in computer-assisted interventions: 5th international conference, 2014.
Int. J. Comput. Assist. Radiol. Surg., 2015

Work domain constraints for modelling surgical performance.
Int. J. Comput. Assist. Radiol. Surg., 2015

LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition.
Int. J. Comput. Assist. Radiol. Surg., 2015

Automatic phase prediction from low-level surgical activities.
Int. J. Comput. Assist. Radiol. Surg., 2015

Statistical study of parameters for deep brain stimulation automatic preoperative planning of electrodes trajectories.
Int. J. Comput. Assist. Radiol. Surg., 2015

PyDBS: an automated image processing workflow for deep brain stimulation surgery.
Int. J. Comput. Assist. Radiol. Surg., 2015

Ontology for assessment studies of human-computer-interaction in surgery.
Artif. Intell. Medicine, 2015

Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks.
Proceedings of the Artificial Intelligence in Medicine, 2015

2014
Comparative Validation of Single-Shot Optical Techniques for Laparoscopic 3-D Surface Reconstruction.
IEEE Trans. Medical Imaging, 2014

Surgical process modelling: a review.
Int. J. Comput. Assist. Radiol. Surg., 2014

Analysis of electrode deformations in deep brain stimulation surgery.
Int. J. Comput. Assist. Radiol. Surg., 2014

Information processing in computer-assisted interventions: 4th international conference, 2013.
Int. J. Comput. Assist. Radiol. Surg., 2014

Non-linear temporal scaling of surgical processes.
Artif. Intell. Medicine, 2014

Intra-Operative Registration for Stereotactic Procedures Driven by a Combined Biomechanical Brain and CSF Model.
Proceedings of the Biomedical Simulation - 6th International Symposium, 2014

Comparative Assessment of a Novel Optical Human-Machine Interface for Laparoscopic Telesurgery.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

2013
Multi-site study of surgical practice in neurosurgery based on surgical process models.
J. Biomed. Informatics, 2013

On mixed reality environments for minimally invasive therapy guidance: Systems architecture, successes and challenges in their implementation from laboratory to clinic.
Comput. Medical Imaging Graph., 2013

The state of the art of visualization in mixed reality image guided surgery.
Comput. Medical Imaging Graph., 2013

A cognitive engineering framework for the specification of information requirements in medical imaging: application in image-guided neurosurgery.
Int. J. Comput. Assist. Radiol. Surg., 2013

Automatic knowledge-based recognition of low-level tasks in ophthalmological procedures.
Int. J. Comput. Assist. Radiol. Surg., 2013

Automated segmentation of basal ganglia and deep brain structures in MRI of Parkinson's disease.
Int. J. Comput. Assist. Radiol. Surg., 2013

2012
DVV: A Taxonomy for Mixed Reality Visualization in Image Guided Surgery.
IEEE Trans. Vis. Comput. Graph., 2012

A Framework for the Recognition of High-Level Surgical Tasks From Video Images for Cataract Surgeries.
IEEE Trans. Biomed. Eng., 2012

Classification of surgical processes using dynamic time warping.
J. Biomed. Informatics, 2012

Automatic computation of electrode trajectories for Deep Brain Stimulation: a hybrid symbolic and numerical approach.
Int. J. Comput. Assist. Radiol. Surg., 2012

Similarity metrics for surgical process models.
Artif. Intell. Medicine, 2012

Augmented Environments for Minimally Invasive Therapy: Implementation Barriers from Technology to Practice.
Proceedings of the Medicine Meets Virtual Reality 19 - NextMed, 2012

Surgical Tools Recognition and Pupil Segmentation for Cataract Surgical Process Modeling.
Proceedings of the Medicine Meets Virtual Reality 19 - NextMed, 2012

Analysis of electrodes' placement and deformation in deep brain stimulation from medical images.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Clustering de séquences d'activités pour l'étude de procédures neurochirurgicales.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011
Analysis of surgical intervention populations using generic surgical process models.
Int. J. Comput. Assist. Radiol. Surg., 2011

An Application-Dependent Framework for the Recognition of High-Level Surgical Tasks in the OR.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Correlating Clinical Scores with Anatomical Electrodes Locations for Assessing Deep Brain Stimulation.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011

2010
Construction and assessment of a 3-T MRI brain template.
NeuroImage, 2010

FMRI language mapping in children: A panel of language tasks using visual and auditory stimulation without reading or metalinguistic requirements.
NeuroImage, 2010

Surgical Phases Detection from Microscope Videos by Combining SVM and HMM.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

DVV: Towards a Taxonomy for Mixed Reality Visualization in Image Guided Surgery.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

Automatic Computation of Electrodes Trajectory for Deep Brain Stimulation.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

Automatic Phases Recognition in Pituitary Surgeries by Microscope Images Classification.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2010

2009
A Surface Registration Method for Quantification of Intraoperative Brain Deformations in Image-Guided Neurosurgery.
IEEE Trans. Inf. Technol. Biomed., 2009

Research Paper: Validation of Knowledge Acquisition for Surgical Process Models.
J. Am. Medical Informatics Assoc., 2009

Decision Making During Preoperative Surgical Planning.
Hum. Factors, 2009

Post-operative assessment in Deep Brain Stimulation based on multimodal images: registration workflow and validation.
Proceedings of the Medical Imaging 2009: Visualization, 2009

Analyse de données pour la construction de modèles de procédures neurochirurgicales.
Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

2008
Erratum to "Surgical models for computer-assisted neurosurgery" [NeuroImage 37 (2007) 783-791].
NeuroImage, 2008

Proposing a manuscript peer-review checklist.
NeuroImage, 2008

Preoperative brain shift: study of three surgical cases.
Proceedings of the Medical Imaging 2008: Visualization, 2008

2007
Surgical models for computer-assisted neurosurgery.
NeuroImage, 2007

Image Guidance in Neurosurgical Procedures, the "Visages" Point of View.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2006
Model for defining and reporting reference-based validation protocols in medical image processing.
Int. J. Comput. Assist. Radiol. Surg., 2006

Knowledge modeling in image-guided neurosurgery: application in understanding intraoperative brain shift.
Proceedings of the Medical Imaging 2006: Visualization, 2006

ElePhant - An anatomical Electronic Phantom as simulation-system for otologic surgery.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Augmented virtuality based on stereoscopic reconstruction in multimodal image-guided neurosurgery: methods and performance evaluation.
IEEE Trans. Medical Imaging, 2005

Mise en évidence d'invariants dans une population de cas chirurgicaux.
Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005

2004
Performance Evaluation of a Stereoscopic Based 3D Surface Localiser for Image-Guided Neurosurgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Evaluation of Registration of Ictal SPECT/MRI Data Using Statistical Similarity Methods.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003
Magnetoencephalographic studies of two cases of diffuse subcortical laminar heterotopia or so-called double cortex.
NeuroImage, 2003

Models of Surgical Procedures for Multimodal Image-Guided Neurosurgery.
Proceedings of the New Navigators: from Professionals to Patients, 2003

From Anatomic Standardization Analysis of Perfusion SPECT Data to Perfusion Pattern Modelling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

2002
Validation of Medical Image Processing in Image-Guided Therapy.
IEEE Trans. Medical Imaging, 2002

Detection of Inter-hemispheric Asymmetries of Brain Perfusion in SPECT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

2001
Modeling Surgical Procedures for Multimodal Image-Guided Neurosurgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

A Methodology to Validate MRI/SPECT Registration Methods Using Realistic Simulated SPECT Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Design of a neurosurgical procedure model for multimodal image-guided surgery.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001

Surface reconstruction of the surgical field from stereoscopic microscope views in neurosurgery.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001

1997
Visual matching between real and virtual images in image-guided neurosurgery.
Proceedings of the Medical Imaging 1997: Image Display, 1997


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