Visual matching between real and virtual images in image-guided neurosurgery. - Pierre Jannin; Alain Bouliou; Jean-Marie Scarabin; Christian Barillot; J. Luber (Image Processing, 1997)

Surface reconstruction of the surgical field from stereoscopic microscope views in neurosurgery. - Oliver Fleig; Frederic Devernay; Jean-Marie Scarabin; Pierre Jannin (CARS, 2001)

Design of a neurosurgical procedure model for multimodal image-guided surgery. - Pierre Jannin; Mélanie Raimbault; Xavier Morandi; E. Seigneuret; Bernard Gibaud (CARS, 2001)

A Methodology to Validate MRI/SPECT Registration Methods Using Realistic Simulated SPECT Data. - Christophe Grova; Arnaud Biraben; Jean-Marie Scarabin; Pierre Jannin; Irène Buvat; Habib Benali; Bernard Gibaud (MICCAI, 2001)

Modeling Surgical Procedures for Multimodal Image-Guided Neurosurgery. - Pierre Jannin; Mélanie Raimbault; Xavier Morandi; Bernard Gibaud (MICCAI, 2001)

Detection of Inter-hemispheric Asymmetries of Brain Perfusion in SPECT. - Bérengère Aubert-Broche; Christophe Grova; Pierre Jannin; Irène Buvat; Habib Benali; Bernard Gibaud (MICCAI (1), 2002)

Validation of Medical Image Processing in Image-Guided Therapy. - Pierre Jannin; J. Michael Fitzpatrick; David J. Hawkes; Xavier Pennec; Ramin Shahidi; Michael W. Vannier (IEEE Trans. Medical Imaging, 2002)

From Anatomic Standardization Analysis of Perfusion SPECT Data to Perfusion Pattern Modelling. - Christophe Grova; Pierre Jannin; Irène Buvat; Habib Benali; Jean-Yves Bansard; Arnaud Biraben; Bernard Gibaud (MICCAI (2), 2003)

Models of Surgical Procedures for Multimodal Image-Guided Neurosurgery. - Mélanie Raimbault; Pierre Jannin; Xavier Morandi; Laurent Riffaud; Bernard Gibaud (MIE, 2003)

Magnetoencephalographic studies of two cases of diffuse subcortical laminar heterotopia or so-called double cortex. - Pierre Toulouse; Cyril Agulhon; Delphine Taussig; Sylvia Napuri; Arnaud Biraben; Pierre Jannin; Michel Carsin; Jean-Marie Scarabin (NeuroImage, 2003)

Evaluation of Registration of Ictal SPECT/MRI Data Using Statistical Similarity Methods. - Christophe Grova; Pierre Jannin; Irène Buvat; Habib Benali; Bernard Gibaud (MICCAI (1), 2004)

Performance Evaluation of a Stereoscopic Based 3D Surface Localiser for Image-Guided Neurosurgery. - Perrine Paul; Oliver Fleig; Sabine Tranchant; Pierre Jannin (MICCAI (2), 2004)

Mise en évidence d'invariants dans une population de cas chirurgicaux. - Mélanie Raimbault; Ricco Rakotomalala; Xavier Morandi; Pierre Jannin (EGC (Ateliers), 2005)

Augmented virtuality based on stereoscopic reconstruction in multimodal image-guided neurosurgery: methods and performance evaluation. - Perrine Paul; Oliver Fleig; Pierre Jannin (IEEE Trans. Medical Imaging, 2005)

ElePhant - An anatomical Electronic Phantom as simulation-system for otologic surgery. - Ronny Grunert; Gero Strauß; Hendrik Moeckel; Mathias Hofer; Antje Pössneck; U. Fickweiler; Mario Thalheim; Ronny Schmiedel; Pierre Jannin; Thomas Schulz; Jens Oeken; Andreas Dietz; et al. (EMBC, 2006)

Knowledge modeling in image-guided neurosurgery: application in understanding intraoperative brain shift. - Julien Cohen-Adad; Perrine Paul; Xavier Morandi; Pierre Jannin (Image-Guided Procedures, 2006)

Model for defining and reporting reference-based validation protocols in medical image processing. - Pierre Jannin; Christophe Grova; Calvin R. Maurer Jr. (Int. J. Comput. Assist. Radiol. Surg., 2006)

Image Guidance in Neurosurgical Procedures, the "Visages" Point of View. - Christian Barillot; Pierrick Coupé; Omar El-Ganaoui; Bernard Gibaud; Pierre Hellier; Pierre Jannin; Perrine Paul; Sylvain Prima; Nicolas Wiest-Daesslé; Xavier Morandi (ISBI, 2007)

Surgical models for computer-assisted neurosurgery. - Pierre Jannin; Xavier Morandi (NeuroImage, 2007)

Preoperative brain shift: study of three surgical cases. - Omar El-Ganaoui; Xavier Morandi; Simon Duchesne; Pierre Jannin (Image-Guided Procedures, 2008)

Proposing a manuscript peer-review checklist. - Simon Duchesne; Pierre Jannin (NeuroImage, 2008)

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

Analyse de données pour la construction de modèles de procédures neurochirurgicales. - Brivael Trelhu; Florent Lalys; Laurent Riffaud; Xavier Morandi; Pierre Jannin (EGC, 2009)

Post-operative assessment in Deep Brain Stimulation based on multimodal images: registration workflow and validation. - Florent Lalys; Claire Haegelen; Alexandre Abadie; Pierre Jannin (Image-Guided Procedures, 2009)

Decision Making During Preoperative Surgical Planning. - Thierry Morineau; Xavier Morandi; Nadège Le Moëllic; Sylma Diabira; Laurent Riffaud; Claire Haegelen; Pierre-Louis Hénaux; Pierre Jannin (Hum. Factors, 2009)

Research Paper: Validation of Knowledge Acquisition for Surgical Process Models. - Thomas Neumuth; Pierre Jannin; Gero Strauß; Jürgen Meixensberger; Oliver Burgert (J. Am. Medical Informatics Assoc., 2009)

A Surface Registration Method for Quantification of Intraoperative Brain Deformations in Image-Guided Neurosurgery. - Perrine Paul; Xavier Morandi; Pierre Jannin (IEEE Trans. Inf. Technol. Biomed., 2009)

Automatic Phases Recognition in Pituitary Surgeries by Microscope Images Classification. - Florent Lalys; Laurent Riffaud; Xavier Morandi; Pierre Jannin (IPCAI, 2010)

Automatic Computation of Electrodes Trajectory for Deep Brain Stimulation. - Caroline Essert; Claire Haegelen; Pierre Jannin (MIAR, 2010)

DVV: Towards a Taxonomy for Mixed Reality Visualization in Image Guided Surgery. - Marta Kersten-Oertel; Pierre Jannin; D. Louis Collins (MIAR, 2010)

Surgical Phases Detection from Microscope Videos by Combining SVM and HMM. - Florent Lalys; Laurent Riffaud; Xavier Morandi; Pierre Jannin (MCV, 2010)

FMRI language mapping in children: A panel of language tasks using visual and auditory stimulation without reading or metalinguistic requirements. - Clément de Guibert; Camille Maumet; Jean-Christophe Ferré; Pierre Jannin; Arnaud Biraben; Catherine Allaire; Christian Barillot; Elisabeth Le Rumeur (NeuroImage, 2010)

Construction and assessment of a 3-T MRI brain template. - Florent Lalys; Claire Haegelen; Jean-Christophe Ferré; Omar El-Ganaoui; Pierre Jannin (NeuroImage, 2010)

Correlating Clinical Scores with Anatomical Electrodes Locations for Assessing Deep Brain Stimulation. - Florent Lalys; Claire Haegelen; Alexandre Abadie; Pierre Jannin (IPCAI, 2011)

An Application-Dependent Framework for the Recognition of High-Level Surgical Tasks in the OR. - Florent Lalys; Laurent Riffaud; David Bouget; Pierre Jannin (MICCAI (1), 2011)

Analysis of surgical intervention populations using generic surgical process models. - Thomas Neumuth; Pierre Jannin; Juliane Schlomberg; Jürgen Meixensberger; Peter Wiedemann; Oliver Burgert (Int. J. Comput. Assist. Radiol. Surg., 2011)

Clustering de séquences d'activités pour l'étude de procédures neurochirurgicales. - Germain Forestier; Florent Lalys; Laurent Riffaud; Brivael Trelhu; Pierre Jannin (EGC, 2012)

Analysis of electrodes' placement and deformation in deep brain stimulation from medical images. - Maroua Mehri; Florent Lalys; Camille Maumet; Claire Haegelen; Pierre Jannin (Image-Guided Procedures, 2012)

Surgical Tools Recognition and Pupil Segmentation for Cataract Surgical Process Modeling. - David Bouget; Florent Lalys; Pierre Jannin (MMVR, 2012)

Augmented Environments for Minimally Invasive Therapy: Implementation Barriers from Technology to Practice. - Cristian A. Linte; Katherine P. Davenport; Kevin Cleary; Craig A. Peters; Kirby G. Vosburgh; Philip J. Edwards; Pierre Jannin; Terry M. Peters; David R. Holmes III; Richard A. Robb (MMVR, 2012)

Similarity metrics for surgical process models. - Thomas Neumuth; Frank Loebe; Pierre Jannin (Artif. Intell. Medicine, 2012)

Automatic computation of electrode trajectories for Deep Brain Stimulation: a hybrid symbolic and numerical approach. - Caroline Essert; Claire Haegelen; Florent Lalys; Alexandre Abadie; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2012)

Classification of surgical processes using dynamic time warping. - Germain Forestier; Florent Lalys; Laurent Riffaud; Brivael Trelhu; Pierre Jannin (J. Biomed. Informatics, 2012)

A Framework for the Recognition of High-Level Surgical Tasks From Video Images for Cataract Surgeries. - Florent Lalys; Laurent Riffaud; David Bouget; Pierre Jannin (IEEE Trans. Biomed. Eng., 2012)

DVV: A Taxonomy for Mixed Reality Visualization in Image Guided Surgery. - Marta Kersten-Oertel; Pierre Jannin; D. Louis Collins (IEEE Trans. Vis. Comput. Graph., 2012)

Automated segmentation of basal ganglia and deep brain structures in MRI of Parkinson's disease. - Claire Haegelen; Pierrick Coupé; Vladimir S. Fonov; Nicolas Guizard; Pierre Jannin; Xavier Morandi; D. Louis Collins (Int. J. Comput. Assist. Radiol. Surg., 2013)

Automatic knowledge-based recognition of low-level tasks in ophthalmological procedures. - Florent Lalys; David Bouget; Laurent Riffaud; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2013)

A cognitive engineering framework for the specification of information requirements in medical imaging: application in image-guided neurosurgery. - Thierry Morineau; Xavier Morandi; Nadège Le Moëllic; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2013)

The state of the art of visualization in mixed reality image guided surgery. - Marta Kersten-Oertel; Pierre Jannin; D. Louis Collins (Comput. Medical Imaging Graph., 2013)

On mixed reality environments for minimally invasive therapy guidance: Systems architecture, successes and challenges in their implementation from laboratory to clinic. - Cristian A. Linte; Katherine P. Davenport; Kevin Cleary; Craig A. Peters; Kirby G. Vosburgh; Nassir Navab; Philip J. Edwards; Pierre Jannin; Terry M. Peters; David R. Holmes III; Richard A. Robb (Comput. Medical Imaging Graph., 2013)

Multi-site study of surgical practice in neurosurgery based on surgical process models. - Germain Forestier; Florent Lalys; Laurent Riffaud; D. Louis Collins; Jürgen Meixensberger; Shafik N. Wassef; Thomas Neumuth; Benoît Goulet; Pierre Jannin (J. Biomed. Informatics, 2013)

Comparative Assessment of a Novel Optical Human-Machine Interface for Laparoscopic Telesurgery. - Fabien Despinoy; L. Alonso Sanchez; Nabil Zemiti; Pierre Jannin; Philippe Poignet (IPCAI, 2014)

Intra-Operative Registration for Stereotactic Procedures Driven by a Combined Biomechanical Brain and CSF Model. - Alexandre Bilger; Éric Bardinet; Sara Fernández-Vidal; Christian Duriez; Pierre Jannin; Stephane Cotin (ISBMS, 2014)

Non-linear temporal scaling of surgical processes. - Germain Forestier; François Petitjean; Laurent Riffaud; Pierre Jannin (Artif. Intell. Medicine, 2014)

Information processing in computer-assisted interventions: 4th international conference, 2013. - Dean C. Barratt; Pierre Jannin; Gabor Fichtinger; Stephane Cotin (Int. J. Comput. Assist. Radiol. Surg., 2014)

Analysis of electrode deformations in deep brain stimulation surgery. - Florent Lalys; Claire Haegelen; Tiziano D'albis; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2014)

Surgical process modelling: a review. - Florent Lalys; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2014)

Comparative Validation of Single-Shot Optical Techniques for Laparoscopic 3-D Surface Reconstruction. - Lena Maier-Hein; Anja Groch; Adrien Bartoli; Sebastian Bodenstedt; G. Boissonnat; Ping-Lin Chang; Neil Clancy; Daniel S. Elson; Sven Haase; Eric Heim; Joachim Hornegger; Pierre Jannin; et al. (IEEE Trans. Medical Imaging, 2014)

Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks. - Germain Forestier; François Petitjean; Laurent Riffaud; Pierre Jannin (AIME, 2015)

Ontology for assessment studies of human-computer-interaction in surgery. - Andrej Machno; Pierre Jannin; Olivier Dameron; Werner Korb; Gerik Scheuermann; Jürgen Meixensberger (Artif. Intell. Medicine, 2015)

PyDBS: an automated image processing workflow for deep brain stimulation surgery. - Tiziano D'Albis; Claire Haegelen; Caroline Essert; Sara Fernández-Vidal; Florent Lalys; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2015)

Statistical study of parameters for deep brain stimulation automatic preoperative planning of electrodes trajectories. - Caroline Essert; Sara Fernández-Vidal; Antonio Capobianco; Claire Haegelen; Carine Karachi; Éric Bardinet; Maud Marchal; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2015)

Automatic phase prediction from low-level surgical activities. - Germain Forestier; Laurent Riffaud; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2015)

LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition. - Darko Katic; Chantal Julliard; Anna-Laura Wekerle; Hannes Kenngott; Beat Peter Müller-Stich; Rüdiger Dillmann; Stefanie Speidel; Pierre Jannin; Bernard Gibaud (Int. J. Comput. Assist. Radiol. Surg., 2015)

Work domain constraints for modelling surgical performance. - Thierry Morineau; Laurent Riffaud; Xavier Morandi; Jonathan Villain; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2015)

Information processing in computer-assisted interventions: 5th international conference, 2014. - Danail Stoyanov; D. Louis Collins; Ichiro Sakuma; Purang Abolmaesumi; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2015)

Detecting Surgical Tools by Modelling Local Appearance and Global Shape. - David Bouget; Rodrigo Benenson; Mohamed Omran; Laurent Riffaud; Bernt Schiele; Pierre Jannin (IEEE Trans. Medical Imaging, 2015)

From Observations to Collaborative Simulation: Application to Surgical Training. - Guillaume Claude; Valérie Gouranton; Benoît Caillaud; Bernard Gibaud; Pierre Jannin; Bruno Arnaldi (ICAT-EGVE, 2016)

Pareto Front vs. Weighted Sum for Automatic Trajectory Planning of Deep Brain Stimulation. - Noura Hamzé; Jimmy Voirin; Pierre Collet; Pierre Jannin; Claire Haegelen; Caroline Essert (MICCAI (1), 2016)

Image-guided preoperative prediction of pyramidal tract side effect in deep brain stimulation. - Clement Baumgarten; Y. Zhao; Paul Sauleau; Cecile Malrain; Pierre Jannin; Claire Haegelen (Image-Guided Procedures, 2016)

Partition-based acquisition model for speed up navigated beta-probe surface imaging. - Frédéric Monge; Dzhoshkun I. Shakir; Nassir Navab; Pierre Jannin (Image-Guided Procedures, 2016)

Synthesis and Simulation of Surgical Process Models. - Guillaume Claude; Valérie Gouranton; Benoît Caillaud; Bernard Gibaud; Bruno Arnaldi; Pierre Jannin (MMVR, 2016)

Automatic data-driven real-time segmentation and recognition of surgical workflow. - Olga Dergachyova; David Bouget; Arnaud Huaulmé; Xavier Morandi; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2016)

Erratum to: LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition. - Darko Katic; Chantal Julliard; Anna-Laura Wekerle; Hannes Kenngott; Beat Peter Müller-Stich; Rüdiger Dillmann; Stefanie Speidel; Pierre Jannin; Bernard Gibaud (Int. J. Comput. Assist. Radiol. Surg., 2016)

Procedural surgical skill assessment in laparoscopic training environments. - Munenori Uemura; Pierre Jannin; Makoto Yamashita; Morimasa Tomikawa; Tomohiko Akahoshi; Satoshi Obata; Ryota Souzaki; Satoshi Ieiri; Makoto Hashizume (Int. J. Comput. Assist. Radiol. Surg., 2016)

Unsupervised Trajectory Segmentation for Surgical Gesture Recognition in Robotic Training. - Fabien Despinoy; David Bouget; Germain Forestier; Cédric Penet; Nabil Zemiti; Philippe Poignet; Pierre Jannin (IEEE Trans. Biomed. Eng., 2016)

Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis. - Germain Forestier; François Petitjean; Pavel Senin; Fabien Despinoy; Pierre Jannin (AIME, 2017)

Abstract: Können wir Rankings vertrauen? Eine systematische Analyse biomedizinischer Challenges hinsichtlich Reporting und Design. - Matthias Eisenmann; Patrick Scholz 001; Marko Stankovic 002; Pierre Jannin; Christian Stock; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2017)

Real-time phase recognition in novel needle-based intervention: a multi-operator feasibility study. - Sébastien Muller; Fabien Despinoy; Daniel Bratbak; Erling Tronvik; Pierre Jannin (Image-Guided Procedures, 2017)

Automatic matching of surgeries to predict surgeons' next actions. - Germain Forestier; François Petitjean; Laurent Riffaud; Pierre Jannin (Artif. Intell. Medicine, 2017)

Finding discriminative and interpretable patterns in sequences of surgical activities. - Germain Forestier; François Petitjean; Pavel Senin; Laurent Riffaud; Pierre-Louis Hénaux; Pierre Jannin (Artif. Intell. Medicine, 2017)

Acquisition models in intraoperative positron surface imaging. - Frederic Monge; Dzhoshkun I. Shakir; Florence Lejeune; Xavier Morandi; Nassir Navab; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2017)

Surgical Data Science: Enabling Next-Generation Surgery. - Lena Maier-Hein; S. Swaroop Vedula; Stefanie Speidel; Nassir Navab; Ron Kikinis; Adrian Park 001; Matthias Eisenmann; Hubertus Feussner; Germain Forestier; Stamatia Giannarou; Makoto Hashizume; Darko Katic; et al. (CoRR, 2017)

Analyzing Before Solving: Which Parameters Influence Low-Level Surgical Activity Recognition. - Olga Dergachyova; Xavier Morandi; Pierre Jannin (CoRR, 2017)

Distinguishing surgical behavior by sequential pattern discovery. - Arnaud Huaulmé; Sandrine Voros; Laurent Riffaud; Germain Forestier; Alexandre Moreau-Gaudry; Pierre Jannin (J. Biomed. Informatics, 2017)

Vision-based and marker-less surgical tool detection and tracking: a review of the literature. - David Bouget; Max Allan; Danail Stoyanov; Pierre Jannin (Medical Image Anal., 2017)

Improvement of Pyramidal Tract Side Effect Prediction Using a Data-Driven Method in Subthalamic Stimulation. - Clement Baumgarten; Yulong Zhao; Paul Sauleau; Cecile Malrain; Pierre Jannin; Claire Haegelen (IEEE Trans. Biomed. Eng., 2017)

How to Exploit Weaknesses in Biomedical Challenge Design and Organization. - Annika Reinke; Matthias Eisenmann; Sinan Onogur; Marko Stankovic 002; Patrick Scholz 001; Peter M. Full; Hrvoje Bogunovic; Bennett A. Landman; Oskar Maier; Bjoern H. Menze; Gregory C. Sharp; Korsuk Sirinukunwattana; et al. (MICCAI (4), 2018)

Surgical motion analysis using discriminative interpretable patterns. - Germain Forestier; François Petitjean; Pavel Senin; Fabien Despinoy; Arnaud Huaulmé; Hassan Ismail Fawaz; Jonathan Weber; Lhassane Idoumghar; Pierre-Alain Muller; Pierre Jannin (Artif. Intell. Medicine, 2018)

Knowledge transfer for surgical activity prediction. - Olga Dergachyova; Xavier Morandi; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2018)

Automatic preoperative planning of DBS electrode placement using anatomo-clinical atlases and volume of tissue activated. - Olga Dergachyova; Yulong Zhao; Claire Haegelen; Pierre Jannin; Caroline Essert (Int. J. Comput. Assist. Radiol. Surg., 2018)

Guest editorial for the IJCARS special issue on MICCAI 2017. - Maxime Descoteaux; Lena Maier-Hein; Alfred M. Franz; Pierre Jannin; D. Louis Collins; Simon Duchesne (Int. J. Comput. Assist. Radiol. Surg., 2018)

Evaluation of contactless human-machine interface for robotic surgical training. - Fabien Despinoy; Nabil Zemiti; Germain Forestier; L. Alonso Sanchez; Pierre Jannin; Philippe Poignet (Int. J. Comput. Assist. Radiol. Surg., 2018)

Surgical skills: Can learning curves be computed from recordings of surgical activities? - Germain Forestier; Laurent Riffaud; François Petitjean; Pierre-Louis Hénaux; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2018)

Toward a standard ontology of surgical process models. - Bernard Gibaud; Germain Forestier; Carolin Feldmann; Giancarlo Ferrigno; Paulo J. S. Gonçalves; Tamás Haidegger; Chantal Julliard; Darko Katic; Hannes Kenngott; Lena Maier-Hein; Keno März; Elena De Momi; et al. (Int. J. Comput. Assist. Radiol. Surg., 2018)

Self-guided training for deep brain stimulation planning using objective assessment. - Matthew S. Holden; Yulong Zhao; Claire Haegelen; Caroline Essert; Sara Fernández-Vidal; Éric Bardinet; Tamas Ungi; Gabor Fichtinger; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2018)

Sequential surgical signatures in micro-suturing task. - Arnaud Huaulmé; Kanako Harada; Germain Forestier; Mamoru Mitsuishi; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2018)

Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. - Lena Maier-Hein; Matthias Eisenmann; Annika Reinke; Sinan Onogur; Marko Stankovic 002; Patrick Scholz 001; Tal Arbel; Hrvoje Bogunovic; Andrew P. Bradley; Aaron Carass; Carolin Feldmann; Alejandro F. Frangi; et al. (CoRR, 2018)

Surgical Data Science: A Consensus Perspective. - Lena Maier-Hein; Matthias Eisenmann; Carolin Feldmann; Hubertus Feussner; Germain Forestier; Stamatia Giannarou; Bernard Gibaud; Gregory D. Hager; Makoto Hashizume; Darko Katic; Hannes Kenngott; Ron Kikinis; et al. (CoRR, 2018)

Special Issue on MICCAI 2017. - Maxime Descoteaux; Lena Maier-Hein; Alfred M. Franz; Pierre Jannin; D. Louis Collins; Simon Duchesne (Medical Image Anal., 2018)

Automatic annotation of surgical activities using virtual reality environments. - Arnaud Huaulmé; Fabien Despinoy; Saúl Alexis Heredia Pérez; Kanako Harada; Mamoru Mitsuishi; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2019)

Assessment of surgical skills by using surgical navigation in robot-assisted partial nephrectomy. - Satoshi Kobayashi; Byunghyun Cho; Arnaud Huaulmé; Katsunori Tatsugami; Hiroshi Honda; Pierre Jannin; Makoto Hashizume; Masatoshi Eto (Int. J. Comput. Assist. Radiol. Surg., 2019)

Surgical Gesture Recognition with Optical Flow only. - Duygu Sarikaya; Pierre Jannin (CoRR, 2019)

Subthalamic nucleus local field potentials recordings reveal subtle effects of promised reward during conflict resolution in Parkinson's disease. - Joan Duprez; Jean-François Houvenaghel; Thibaut Dondaine; Julie Péron; Claire Haegelen; Sophie Drapier; Julien Modolo; Pierre Jannin; Marc Vérin; Paul Sauleau (NeuroImage, 2019)

Real-time identification of blood regions for hemostasis support in laparoscopic surgery. - Takayuki Okamoto; Takashi Ohnishi; Hiroshi Kawahira; Olga Dergachyava; Pierre Jannin; Hideaki Haneishi (Signal Image Video Process., 2019)

SepaConvNet for Localizing the Subthalamic Nucleus Using One Second Micro-electrode Recordings. - Maxime Peralta; Quoc Anh Bui; Antoine Ackaouy; Thibault Martin; Greydon Gilmore; Claire Haegelen; Paul Sauleau; John S. H. Baxter; Pierre Jannin (EMBC, 2020)

Localisation of the subthalamic nucleus in MRI via convolutional neural networks for deep brain stimulation planning. - John S. H. Baxter; Ehouarn Maguet; Pierre Jannin (Image-Guided Procedures, 2020)

Topology-aware activation layer for neural network image segmentation. - John S. H. Baxter; Pierre Jannin (Image Processing, 2020)

Offline identification of surgical deviations in laparoscopic rectopexy. - Arnaud Huaulmé; Pierre Jannin; Fabian Reche; Jean-Luc Faucheron; Alexandre Moreau-Gaudry; Sandrine Voros (Artif. Intell. Medicine, 2020)

Predicting the quality of surgical exposure using spatial and procedural features from laparoscopic videos. - Arthur Derathé; Fabian Reche; Alexandre Moreau-Gaudry; Pierre Jannin; Bernard Gibaud; Sandrine Voros (Int. J. Comput. Assist. Radiol. Surg., 2020)

Assisted phase and step annotation for surgical videos. - Gurvan Lécuyer; Martin Ragot; Nicolas Martin; Laurent Launay; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2020)

Real-time surgical needle detection using region-based convolutional neural networks. - Atsushi Nakazawa; Kanako Harada; Mamoru Mitsuishi; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2020)

Towards Generalizable Surgical Activity Recognition Using Spatial Temporal Graph Convolutional Networks. - Duygu Sarikaya; Pierre Jannin (CoRR, 2020)

Surgical Data Science - from Concepts to Clinical Translation. - Lena Maier-Hein; Matthias Eisenmann; Duygu Sarikaya; Keno März; Toby Collins; Anand Malpani; Johannes Fallert; Hubertus Feussner; Stamatia Giannarou; Pietro Mascagni; Hirenkumar Nakawala; Adrian Park 001; et al. (CoRR, 2020)

BIAS: Transparent reporting of biomedical image analysis challenges. - Lena Maier-Hein; Annika Reinke; Michal Kozubek 001; Anne L. Martel; Tal Arbel; Matthias Eisenmann; Allan Hanbury; Pierre Jannin; Henning Müller; Sinan Onogur; Julio Saez-Rodriguez; Bram van Ginneken; et al. (Medical Image Anal., 2020)

Segmentation of the subthalamic nucleus in MRI via Convolutional Neural Networks for deep brain stimulation planning. - John S. H. Baxter; Ehouarn Maguet; Pierre Jannin (Image-Guided Procedures, 2021)

Machine learning in deep brain stimulation: A systematic review. - Maxime Peralta; Pierre Jannin; John S. H. Baxter (Artif. Intell. Medicine, 2021)

Data imputation and compression for Parkinson's disease clinical questionnaires. - Maxime Peralta; Pierre Jannin; Claire Haegelen; John S. H. Baxter (Artif. Intell. Medicine, 2021)

Extending convolutional neural networks for localizing the subthalamic nucleus from micro-electrode recordings in Parkinson's disease. - Thibault Martin; Maxime Peralta; Greydon Gilmore; Paul Sauleau; Claire Haegelen; Pierre Jannin; John S. H. Baxter (Biomed. Signal Process. Control., 2021)

Automatic cortical target point localisation in MRI for transcranial magnetic stimulation via a multi-resolution convolutional neural network. - John S. H. Baxter; Quoc Anh Bui; Ehouarn Maguet; Stéphane Croci; Antoine Delmas; Jean-Pascal Lefaucheur; Luc Bredoux; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2021)

Explaining a model predicting quality of surgical practice: a first presentation to and review by clinical experts. - Arthur Derathé; Fabian Reche; Pierre Jannin; Alexandre Moreau-Gaudry; Bernard Gibaud; Sandrine Voros (Int. J. Comput. Assist. Radiol. Surg., 2021)

Adapting the listening time for micro-electrode recordings in deep brain stimulation interventions. - Thibault Martin; Greydon Gilmore; Claire Haegelen; Pierre Jannin; John S. H. Baxter (Int. J. Comput. Assist. Radiol. Surg., 2021)

PassFlow: a multimodal workflow for predicting deep brain stimulation outcomes. - Maxime Peralta; Claire Haegelen; Pierre Jannin; John S. H. Baxter (Int. J. Comput. Assist. Radiol. Surg., 2021)

MIcro-surgical anastomose workflow recognition challenge report. - Arnaud Huaulmé; Duygu Sarikaya; Kévin Le Mut; Fabien Despinoy; Yonghao Long 001; Qi Dou 001; Chin-Boon Chng; Wenjun Lin; Satoshi Kondo; Laura Bravo Sánchez; Pablo Arbeláez; Wolfgang Reiter; et al. (Comput. Methods Programs Biomed., 2021)

MIcro-Surgical Anastomose Workflow recognition challenge report. - Arnaud Huaulmé; Duygu Sarikaya; Kévin Le Mut; Fabien Despinoy; Yonghao Long 001; Qi Dou 001; Chin-Boon Chng; Wenjun Lin; Satoshi Kondo; Laura Bravo Sánchez; Pablo Arbeláez; Wolfgang Reiter; et al. (CoRR, 2021)

Common Limitations of Image Processing Metrics: A Picture Story. - Annika Reinke; Matthias Eisenmann; Minu Dietlinde Tizabi; Carole H. Sudre; Tim Rädsch; Michela Antonelli; Tal Arbel; Spyridon Bakas; M. Jorge Cardoso; Veronika Cheplygina; Keyvan Farahani; Ben Glocker; et al. (CoRR, 2021)

Towards responsible research in digital technology for health care. - Pierre Jannin (CoRR, 2021)

Diffusion Tensor Imaging Biomarkers for Parkinson's Disease Symptomatology. - Alfonso Estudillo Romero; Claire Haegelen; Pierre Jannin; John S. H. Baxter (AIIIMA/MIABID@MICCAI, 2022)

Errors of type or errors of degree? Cortical point targeting in transcranial magnetic stimulation. - John S. H. Baxter; Stéphane Croci; Antoine Delmas; Luc Bredoux; Jean-Pascal Lefaucheur; Pierre Jannin (Image-Guided Procedures, 2022)

PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition? - Arnaud Huaulmé; Kanako Harada; Quang-Minh Nguyen; Bogyu Park; Seungbum Hong; Min-Kook Choi; Michael Peven; Yunshuang Li; Yonghao Long 001; Qi Dou 001; Satyadwyoom Kumar; Seenivasan Lalithkumar; et al. (CoRR, 2022)

Metrics reloaded: Pitfalls and recommendations for image analysis validation. - Lena Maier-Hein; Annika Reinke; Evangelia Christodoulou; Ben Glocker; Patrick Godau; Fabian Isensee; Jens Kleesiek; Michal Kozubek 001; Mauricio Reyes 001; Michael A. Riegler; Manuel Wiesenfarth; Michael Baumgartner 001; et al. (CoRR, 2022)

Surgical data science - from concepts toward clinical translation. - Lena Maier-Hein; Matthias Eisenmann; Duygu Sarikaya; Keno März; Toby Collins; Anand Malpani; Johannes Fallert; Hubertus Feussner; Stamatia Giannarou; Pietro Mascagni; Hirenkumar Nakawala; Adrian Park 001; et al. (Medical Image Anal., 2022)

A Delphi consensus statement for digital surgery. - Kyle Lam; Michael D. Abràmoff; José M. Balibrea; Steven M. Bishop; Richard R. Brady; Rachael Callcut; Manish Chand; Justin Collins; Markus K. Diener; Matthias Eisenmann; Kelly Fermont; Manoel Galvao Neto; et al. (npj Digit. Medicine, 2022)

Why is the Winner the Best? - Matthias Eisenmann; Annika Reinke; Vivienn Weru; Minu Dietlinde Tizabi; Fabian Isensee; Tim J. Adler; Sharib Ali; Vincent Andrearczyk; Marc Aubreville; Ujjwal Baid; Spyridon Bakas; Niranjan Balu; et al. (CVPR, 2023)

sEMG-based Motion Recognition for Robotic Surgery Training - A Preliminary Study. - Chenji Li; Chao Liu 003; Arnaud Huaulmé; Nabil Zemiti; Pierre Jannin; Philippe Poignet (EMBC, 2023)

Virtual reality environments to train soft skills in medical and nursing education: a technical feasibility study between France and Japan. - Marie Le Duff; Estelle Michinov; Marie-Stéphanie Bracq; Nobutaka Mukae; Masatoshi Eto; Jeanne Descamps; Makoto Hashizume; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2023)

Understanding metric-related pitfalls in image analysis validation. - Annika Reinke; Minu Tizabi; Michael Baumgartner 001; Matthias Eisenmann; Doreen Heckmann-Nötzel; A. Emre Kavur; Tim Rädsch; Carole H. Sudre; Laura Ación; Michela Antonelli; Tal Arbel; Spyridon Bakas; et al. (CoRR, 2023)

Why is the winner the best? - Matthias Eisenmann; Annika Reinke; Vivienn Weru; Minu Dietlinde Tizabi; Fabian Isensee; Tim J. Adler; Sharib Ali; Vincent Andrearczyk; Marc Aubreville; Ujjwal Baid; Spyridon Bakas; Niranjan Balu; et al. (CoRR, 2023)

"Stand-up straight!": human pose estimation to evaluate postural skills during orthopedic surgery simulations. - Tiphaine Casy; Alexandre Tronchot; Hervé Thomazeau; Xavier Morandi; Pierre Jannin; Arnaud Huaulmé (Int. J. Comput. Assist. Radiol. Surg., 2023)

Deep neural network architecture for automated soft surgical skills evaluation using objective structured assessment of technical skills criteria. - Malik Benmansour; Abed Malti; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2023)

PEg TRAnsfer Workflow recognition challenge report: Do multimodal data improve recognition? - Arnaud Huaulmé; Kanako Harada; Quang-Minh Nguyen; Bogyu Park; Seungbum Hong; Min-Kook Choi; Michael Peven; Yunshuang Li; Yonghao Long 001; Qi Dou 001; Satyadwyoom Kumar; Seenivasan Lalithkumar; et al. (Comput. Methods Programs Biomed., 2023)

Reference-free Bayesian model for pointing errors of typein neurosurgical planning. - John S. H. Baxter; Stéphane Croci; Antoine Delmas; Luc Bredoux; Jean-Pascal Lefaucheur; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2023)

Gaze behavior is related to objective technical skills assessment during virtual reality simulator-based surgical training: a proof of concept. - Soline Galuret; Nicolas Vallée; Alexandre Tronchot; Hervé Thomazeau; Pierre Jannin; Arnaud Huaulmé (Int. J. Comput. Assist. Radiol. Surg., 2023)

Measuring proximity to standard planes during fetal brain ultrasound scanning. - Chiara Di Vece; Antonio Cirigliano; Maela Le Lous; Raffaele Napolitano; Anna L. David; Donald Peebles; Pierre Jannin; Francisco Vasconcelos 001; Danail Stoyanov (CoRR, 2024)

A preliminary exploration into top-down and bottom-up deep-learning approaches to localising neuro-interventional point targets in volumetric MRI. - Enora Giffard; Pierre Jannin; John S. H. Baxter (Int. J. Comput. Assist. Radiol. Surg., 2024)

Generalisation capabilities of machine-learning algorithms for the detection of the subthalamic nucleus in micro-electrode recordings. - Thibault Martin; Pierre Jannin; John S. H. Baxter (Int. J. Comput. Assist. Radiol. Surg., 2024)

Analysis of convolutional neural networks for fronto-temporal dementia biomarker discovery. - Alfonso Estudillo Romero; Raffaella Migliaccio; Bénédicte Batrancourt; Pierre Jannin; John S. H. Baxter (Int. J. Comput. Assist. Radiol. Surg., 2024)

When Faces Are Masked: Exploring Emotional Expression Through Body Postures in Virtual Reality. - Inas Redjem; Julien Cagnoncle; Arnaud Huaulmé; Alexandre Audinot; Florian Nouviale; Mathieu Risy; Valérie Gouranton; Estelle Michinov; Pierre Jannin (VR Workshops, 2025)

Automated assessment of non-technical skills by heart-rate data. - Arnaud Huaulmé; Alexandre Tronchot; Hervé Thomazeau; Pierre Jannin (Int. J. Comput. Assist. Radiol. Surg., 2025)

MerGen: Micro-electrode recording synthesis using a generative data-driven approach. - Thibault Martin; Paul Sauleau; Claire Haegelen; Pierre Jannin; John S. H. Baxter (CoRR, 2025)