Pierre Jannin

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 88

Top Venues

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

CoRR

Artif. Intell. Medicine

Medical Imaging: Image-Guided Procedures

Publications

Enora Giffard, Pierre Jannin, John S. H. Baxter
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. 19 (2) (2024)
Malik Benmansour, Abed Malti, Pierre Jannin
Deep neural network architecture for automated soft surgical skills evaluation using objective structured assessment of technical skills criteria. Int. J. Comput. Assist. Radiol. Surg. 18 (5) (2023)
Tiphaine Casy, Alexandre Tronchot, Hervé Thomazeau, Xavier Morandi, Pierre Jannin, Arnaud Huaulmé
"Stand-up straight!": human pose estimation to evaluate postural skills during orthopedic surgery simulations. Int. J. Comput. Assist. Radiol. Surg. 18 (2) (2023)
Soline Galuret, Nicolas Vallée, Alexandre Tronchot, Hervé Thomazeau, Pierre Jannin, Arnaud Huaulmé
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. 18 (9) (2023)
Arnaud Huaulmé, Kanako Harada, Quang-Minh Nguyen, Bogyu Park, Seungbum Hong, Min-Kook Choi, Michael Peven, Yunshuang Li, Yonghao Long, Qi Dou, Satyadwyoom Kumar, Seenivasan Lalithkumar, Hongliang Ren, Hiroki Matsuzaki, Yuto Ishikawa, Yuriko Harai, Satoshi Kondo, Manoru Mitsuishi, Pierre Jannin
PEg TRAnsfer Workflow recognition challenge report: Do multimodal data improve recognition? Comput. Methods Programs Biomed. 236 (2023)
Marie Le Duff, Estelle Michinov, Marie-Stéphanie Bracq, Nobutaka Mukae, Masatoshi Eto, Jeanne Descamps, Makoto Hashizume, Pierre Jannin
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. 18 (8) (2023)
Annika Reinke, Minu Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Carole H. Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B. Blaschko, Florian Büttner, M. Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Jens Kleesiek, Florian Kofler, Thijs Kooi, Annette Kopp-Schneider, Michal Kozubek, Anna Kreshuk, Tahsin M. Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus H. Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern H. Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M. Rafelski, Nasir M. Rajpoot, Mauricio Reyes, Michael A. Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I. Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel A. Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Manuel Wiesenfarth, Ziv R. Yaniv, Paul F. Jäger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. CoRR (2023)
John S. H. Baxter, Stéphane Croci, Antoine Delmas, Luc Bredoux, Jean-Pascal Lefaucheur, Pierre Jannin
Reference-free Bayesian model for pointing errors of typein neurosurgical planning. Int. J. Comput. Assist. Radiol. Surg. 18 (7) (2023)
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, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, M. Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, B. Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, P. Morais, M. A. Naser, B. Oliveira, D. Owen, S. Pang, J. Park, S. Park, S. Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, N. Saeed, Adam Shephard, P. Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, S. Yang, Y. Yang, Z. Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein
Why is the Winner the Best? CVPR (2023)
Chenji Li, Chao Liu, Arnaud Huaulmé, Nabil Zemiti, Pierre Jannin, Philippe Poignet
sEMG-based Motion Recognition for Robotic Surgery Training - A Preliminary Study. EMBC (2023)
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, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, Ali Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, et al.
Why is the winner the best? CoRR (2023)
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, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes Götz Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Roß, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel Richard Leff, Amin Madani, Hani J. Marcus, Ozanan R. Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel
Surgical data science - from concepts toward clinical translation. Medical Image Anal. 76 (2022)
Alfonso Estudillo Romero, Claire Haegelen, Pierre Jannin, John S. H. Baxter
Diffusion Tensor Imaging Biomarkers for Parkinson's Disease Symptomatology. AIIIMA/MIABID@MICCAI (2022)
Arnaud Huaulmé, Kanako Harada, Quang-Minh Nguyen, Bogyu Park, Seungbum Hong, Min-Kook Choi, Michael Peven, Yunshuang Li, Yonghao Long, Qi Dou, Satyadwyoom Kumar, Seenivasan Lalithkumar, Hongliang Ren, Hiroki Matsuzaki, Yuto Ishikawa, Yuriko Harai, Satoshi Kondo, Mamoru Mitsuishi, Pierre Jannin
PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition? CoRR (2022)
Lena Maier-Hein, Annika Reinke, Evangelia Christodoulou, Ben Glocker, Patrick Godau, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Minu Dietlinde Tizabi, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Peter Bankhead, Arriel Benis, M. Jorge Cardoso, Veronika Cheplygina, Beth Cimini, Gary S. Collins, Keyvan Farahani, Bram van Ginneken, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Annette Kopp-Schneider, Anna Kreshuk, Tahsin M. Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus H. Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern H. Menze, David Moher, Karel G. M. Moons, Henning Müller, Felix Nickel, Brennan Nichyporuk, Jens Petersen, Nasir Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clarisa Sánchez Gutiérrez, Shravya Shetty, Maarten van Smeden, Carole H. Sudre, Ronald M. Summers, Abdel A. Taha, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Paul F. Jäger
Metrics reloaded: Pitfalls and recommendations for image analysis validation. CoRR (2022)
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, Gregory D. Hager, Robert J. Hinchliffe, Alan Horgan, Pierre Jannin, Alexander Langerman, Kartik Logishetty, Amit Mahadik, Lena Maier-Hein, Esteban Martín Antona, Pietro Mascagni, Ryan K. Mathew, Beat P. Müller-Stich, Thomas Neumuth, Felix Nickel, Adrian Park, Gianluca Pellino, Frank Rudzicz, Sam Shah, Mark Slack, Myles J. Smith, Naeem Soomro, Stefanie Speidel, Danail Stoyanov, Henry S. Tilney, Martin Wagner, Ara Darzi, James Kinross, Sanjay Purkayastha
A Delphi consensus statement for digital surgery. npj Digit. Medicine 5 (2022)
John S. H. Baxter, Ehouarn Maguet, Pierre Jannin
Segmentation of the subthalamic nucleus in MRI via Convolutional Neural Networks for deep brain stimulation planning. Medical Imaging: Image-Guided Procedures (2021)
Maxime Peralta, Claire Haegelen, Pierre Jannin, John S. H. Baxter
PassFlow: a multimodal workflow for predicting deep brain stimulation outcomes. Int. J. Comput. Assist. Radiol. Surg. 16 (8) (2021)
Arthur Derathé, Fabian Reche, Pierre Jannin, Alexandre Moreau-Gaudry, Bernard Gibaud, Sandrine Voros
Explaining a model predicting quality of surgical practice: a first presentation to and review by clinical experts. Int. J. Comput. Assist. Radiol. Surg. 16 (11) (2021)
Thibault Martin, Greydon Gilmore, Claire Haegelen, Pierre Jannin, John S. H. Baxter
Adapting the listening time for micro-electrode recordings in deep brain stimulation interventions. Int. J. Comput. Assist. Radiol. Surg. 16 (8) (2021)
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, Doreen Heckmann-Nötzel, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Jens Kleesiek, Tahsin M. Kurç, Michal Kozubek, Bennett A. Landman, Geert Litjens, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Jens Petersen, Mauricio Reyes, Nicola Rieke, Bram Stieltjes, Ronald M. Summers, Sotirios A. Tsaftaris, Bram van Ginneken, Annette Kopp-Schneider, Paul Jäger, Lena Maier-Hein
Common Limitations of Image Processing Metrics: A Picture Story. CoRR (2021)
Maxime Peralta, Pierre Jannin, John S. H. Baxter
Machine learning in deep brain stimulation: A systematic review. Artif. Intell. Medicine 122 (2021)
Thibault Martin, Maxime Peralta, Greydon Gilmore, Paul Sauleau, Claire Haegelen, Pierre Jannin, John S. H. Baxter
Extending convolutional neural networks for localizing the subthalamic nucleus from micro-electrode recordings in Parkinson's disease. Biomed. Signal Process. Control. 67 (2021)
Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, Fabien Despinoy, Yonghao Long, Qi Dou, Chin-Boon Chng, Wenjun Lin, Satoshi Kondo, Laura Bravo Sánchez, Pablo Arbeláez, Wolfgang Reiter, Mamoru Mitsuishi, Kanako Harada, Pierre Jannin
MIcro-Surgical Anastomose Workflow recognition challenge report. CoRR (2021)
Pierre Jannin
Towards responsible research in digital technology for health care. CoRR (2021)
Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, Fabien Despinoy, Yonghao Long, Qi Dou, Chin-Boon Chng, Wenjun Lin, Satoshi Kondo, Laura Bravo Sánchez, Pablo Arbeláez, Wolfgang Reiter, Manoru Mitsuishi, Kanako Harada, Pierre Jannin
MIcro-surgical anastomose workflow recognition challenge report. Comput. Methods Programs Biomed. 212 (2021)
Maxime Peralta, Pierre Jannin, Claire Haegelen, John S. H. Baxter
Data imputation and compression for Parkinson's disease clinical questionnaires. Artif. Intell. Medicine 114 (2021)
John S. H. Baxter, Quoc Anh Bui, Ehouarn Maguet, Stéphane Croci, Antoine Delmas, Jean-Pascal Lefaucheur, Luc Bredoux, Pierre Jannin
Automatic cortical target point localisation in MRI for transcranial magnetic stimulation via a multi-resolution convolutional neural network. Int. J. Comput. Assist. Radiol. Surg. 16 (7) (2021)
Arnaud Huaulmé, Pierre Jannin, Fabian Reche, Jean-Luc Faucheron, Alexandre Moreau-Gaudry, Sandrine Voros
Offline identification of surgical deviations in laparoscopic rectopexy. Artif. Intell. Medicine 104 (2020)
Arthur Derathé, Fabian Reche, Alexandre Moreau-Gaudry, Pierre Jannin, Bernard Gibaud, Sandrine Voros
Predicting the quality of surgical exposure using spatial and procedural features from laparoscopic videos. Int. J. Comput. Assist. Radiol. Surg. 15 (1) (2020)
Gurvan Lecuyer, Martin Ragot, Nicolas Martin, Laurent Launay, Pierre Jannin
Assisted phase and step annotation for surgical videos. Int. J. Comput. Assist. Radiol. Surg. 15 (4) (2020)
Lena Maier-Hein, Annika Reinke, Michal Kozubek, Anne L. Martel, Tal Arbel, Matthias Eisenmann, Allan Hanbury, Pierre Jannin, Henning Müller, Sinan Onogur, Julio Saez-Rodriguez, Bram van Ginneken, Annette Kopp-Schneider, Bennett A. Landman
BIAS: Transparent reporting of biomedical image analysis challenges. Medical Image Anal. 66 (2020)
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, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Beat Peter Müller-Stich, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Hannes Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Pierre Jannin, Stefanie Speidel
Surgical Data Science - from Concepts to Clinical Translation. CoRR (2020)
Maxime Peralta, Quoc Anh Bui, Antoine Ackaouy, Thibault Martin, Greydon Gilmore, Claire Haegelen, Paul Sauleau, John S. H. Baxter, Pierre Jannin
SepaConvNet for Localizing the Subthalamic Nucleus Using One Second Micro-electrode Recordings. EMBC (2020)
Atsushi Nakazawa, Kanako Harada, Mamoru Mitsuishi, Pierre Jannin
Real-time surgical needle detection using region-based convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. 15 (1) (2020)
Duygu Sarikaya, Pierre Jannin
Towards Generalizable Surgical Activity Recognition Using Spatial Temporal Graph Convolutional Networks. CoRR (2020)
John S. H. Baxter, Ehouarn Maguet, Pierre Jannin
Localisation of the subthalamic nucleus in MRI via convolutional neural networks for deep brain stimulation planning. Medical Imaging: Image-Guided Procedures (2020)
John S. H. Baxter, Pierre Jannin
Topology-aware activation layer for neural network image segmentation. Medical Imaging: Image Processing (2020)
Joan Duprez, Jean-François Houvenaghel, Thibaut Dondaine, Julie Péron, Claire Haegelen, Sophie Drapier, Julien Modolo, Pierre Jannin, Marc Vérin, Paul Sauleau
Subthalamic nucleus local field potentials recordings reveal subtle effects of promised reward during conflict resolution in Parkinson's disease. NeuroImage 197 (2019)
Arnaud Huaulmé, Fabien Despinoy, Saúl Alexis Heredia Pérez, Kanako Harada, Mamoru Mitsuishi, Pierre Jannin
Automatic annotation of surgical activities using virtual reality environments. Int. J. Comput. Assist. Radiol. Surg. 14 (10) (2019)
Duygu Sarikaya, Pierre Jannin
Surgical Gesture Recognition with Optical Flow only. CoRR (2019)
Takayuki Okamoto, Takashi Ohnishi, Hiroshi Kawahira, Olga Dergachyava, Pierre Jannin, Hideaki Haneishi
Real-time identification of blood regions for hemostasis support in laparoscopic surgery. Signal Image Video Process. 13 (2) (2019)
Lena Maier-Hein, Annika Reinke, Michal Kozubek, Anne L. Martel, Tal Arbel, Matthias Eisenmann, Allan Hanbury, Pierre Jannin, Henning Müller, Sinan Onogur, Julio Saez-Rodriguez, Bram van Ginneken, Annette Kopp-Schneider, Bennett A. Landman
BIAS: Transparent reporting of biomedical image analysis challenges. CoRR (2019)
Arnaud Huaulmé, Sandrine Voros, Fabian Reche, Jean-Luc Faucheron, Alexandre Moreau-Gaudry, Pierre Jannin
Offline identification of surgical deviations in laparoscopic rectopexy. CoRR (2019)
Satoshi Kobayashi, Byunghyun Cho, Arnaud Huaulmé, Katsunori Tatsugami, Hiroshi Honda, Pierre Jannin, Makoto Hashizume, Masatoshi Eto
Assessment of surgical skills by using surgical navigation in robot-assisted partial nephrectomy. Int. J. Comput. Assist. Radiol. Surg. 14 (8) (2019)
Matthew S. Holden, Yulong Zhao, Claire Haegelen, Caroline Essert, Sara Fernández-Vidal, Éric Bardinet, Tamas Ungi, Gabor Fichtinger, Pierre Jannin
Self-guided training for deep brain stimulation planning using objective assessment. Int. J. Comput. Assist. Radiol. Surg. 13 (7) (2018)
Olga Dergachyova, Yulong Zhao, Claire Haegelen, Pierre Jannin, Caroline Essert
Automatic preoperative planning of DBS electrode placement using anatomo-clinical atlases and volume of tissue activated. Int. J. Comput. Assist. Radiol. Surg. 13 (7) (2018)
Annika Reinke, Matthias Eisenmann, Sinan Onogur, Marko Stankovic, Patrick Scholz, Peter M. Full, Hrvoje Bogunovic, Bennett A. Landman, Oskar Maier, Bjoern H. Menze, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Fons van der Sommen, Guoyan Zheng, Henning Müller, Michal Kozubek, Tal Arbel, Andrew P. Bradley, Pierre Jannin, Annette Kopp-Schneider, Lena Maier-Hein
How to Exploit Weaknesses in Biomedical Challenge Design and Organization. MICCAI (4) (2018)
Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin
Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine 91 (2018)
Fabien Despinoy, Nabil Zemiti, Germain Forestier, L. Alonso Sanchez, Pierre Jannin, Philippe Poignet
Evaluation of contactless human-machine interface for robotic surgical training. Int. J. Comput. Assist. Radiol. Surg. 13 (1) (2018)
Arnaud Huaulmé, Kanako Harada, Germain Forestier, Mamoru Mitsuishi, Pierre Jannin
Sequential surgical signatures in micro-suturing task. Int. J. Comput. Assist. Radiol. Surg. 13 (9) (2018)
Olga Dergachyova, Xavier Morandi, Pierre Jannin
Knowledge transfer for surgical activity prediction. Int. J. Comput. Assist. Radiol. Surg. 13 (9) (2018)
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, Dénes Ákos Nagy, Hirenkumar Nakawala, Juliane Neumann, Thomas Neumuth, Javier Rojas Balderrama, Stefanie Speidel, Martin Wagner, Pierre Jannin
Toward a standard ontology of surgical process models. Int. J. Comput. Assist. Radiol. Surg. 13 (9) (2018)
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, Michael Kranzfelder, Anand Malpani, Keno März, Beat P. Müller-Stich, Nassir Navab, Thomas Neumuth, Nicolas Padoy, Adrian Park, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, S. Swaroop Vedula, Pierre Jannin, Stefanie Speidel
Surgical Data Science: A Consensus Perspective. CoRR (2018)
Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro J. Niessen, Nasir M. Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. CoRR (2018)
Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne
Guest editorial for the IJCARS special issue on MICCAI 2017. Int. J. Comput. Assist. Radiol. Surg. 13 (9) (2018)
Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne
Special Issue on MICCAI 2017. Medical Image Anal. 48 (2018)
Germain Forestier, Laurent Riffaud, François Petitjean, Pierre-Louis Hénaux, Pierre Jannin
Surgical skills: Can learning curves be computed from recordings of surgical activities? Int. J. Comput. Assist. Radiol. Surg. 13 (5) (2018)
Lena Maier-Hein, S. Swaroop Vedula, Stefanie Speidel, Nassir Navab, Ron Kikinis, Adrian Park, Matthias Eisenmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Makoto Hashizume, Darko Katic, Hannes Kenngott, Michael Kranzfelder, Anand Malpani, Keno März, Thomas Neumuth, Nicolas Padoy, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, Gregory D. Hager, Pierre Jannin
Surgical Data Science: Enabling Next-Generation Surgery. CoRR (2017)
Arnaud Huaulmé, Sandrine Voros, Laurent Riffaud, Germain Forestier, Alexandre Moreau-Gaudry, Pierre Jannin
Distinguishing surgical behavior by sequential pattern discovery. J. Biomed. Informatics 67 (2017)
Olga Dergachyova, Xavier Morandi, Pierre Jannin
Analyzing Before Solving: Which Parameters Influence Low-Level Surgical Activity Recognition. CoRR (2017)
Frederic Monge, Dzhoshkun I. Shakir, Florence Lejeune, Xavier Morandi, Nassir Navab, Pierre Jannin
Acquisition models in intraoperative positron surface imaging. Int. J. Comput. Assist. Radiol. Surg. 12 (4) (2017)
Germain Forestier, François Petitjean, Pavel Senin, Laurent Riffaud, Pierre-Louis Hénaux, Pierre Jannin
Finding discriminative and interpretable patterns in sequences of surgical activities. Artif. Intell. Medicine 82 (2017)
Matthias Eisenmann, Patrick Scholz, Marko Stankovic, Pierre Jannin, Christian Stock, Lena Maier-Hein
Abstract: Können wir Rankings vertrauen? Eine systematische Analyse biomedizinischer Challenges hinsichtlich Reporting und Design. Bildverarbeitung für die Medizin (2017)
David Bouget, Max Allan, Danail Stoyanov, Pierre Jannin
Vision-based and marker-less surgical tool detection and tracking: a review of the literature. Medical Image Anal. 35 (2017)
Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin
Automatic matching of surgeries to predict surgeons' next actions. Artif. Intell. Medicine 81 (2017)
Olga Dergachyova, Xavier Morandi, Pierre Jannin
Knowledge transfer for surgical activity prediction. CoRR (2017)
Clement Baumgarten, Yulong Zhao, Paul Sauleau, Cecile Malrain, Pierre Jannin, Claire Haegelen
Improvement of Pyramidal Tract Side Effect Prediction Using a Data-Driven Method in Subthalamic Stimulation. IEEE Trans. Biomed. Eng. 64 (9) (2017)
Sébastien Muller, Fabien Despinoy, Daniel Bratbak, Erling Tronvik, Pierre Jannin
Real-time phase recognition in novel needle-based intervention: a multi-operator feasibility study. Medical Imaging: Image-Guided Procedures (2017)
Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Pierre Jannin
Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis. AIME (2017)
Frédéric Monge, Dzhoshkun I. Shakir, Nassir Navab, Pierre Jannin
Partition-based acquisition model for speed up navigated beta-probe surface imaging. Medical Imaging: Image-Guided Procedures (2016)
Guillaume Claude, Valérie Gouranton, Benoît Caillaud, Bernard Gibaud, Bruno Arnaldi, Pierre Jannin
Synthesis and Simulation of Surgical Process Models. MMVR (2016)
Noura Hamzé, Jimmy Voirin, Pierre Collet, Pierre Jannin, Claire Haegelen, Caroline Essert
Pareto Front vs. Weighted Sum for Automatic Trajectory Planning of Deep Brain Stimulation. MICCAI (1) (2016)
Darko Katic, Chantal Julliard, Anna-Laura Wekerle, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel, Pierre Jannin, Bernard Gibaud
Erratum to: LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition. Int. J. Comput. Assist. Radiol. Surg. 11 (4) (2016)
Fabien Despinoy, David Bouget, Germain Forestier, Cédric Penet, Nabil Zemiti, Philippe Poignet, Pierre Jannin
Unsupervised Trajectory Segmentation for Surgical Gesture Recognition in Robotic Training. IEEE Trans. Biomed. Eng. 63 (6) (2016)
Clement Baumgarten, Y. Zhao, Paul Sauleau, Cecile Malrain, Pierre Jannin, Claire Haegelen
Image-guided preoperative prediction of pyramidal tract side effect in deep brain stimulation. Medical Imaging: Image-Guided Procedures (2016)
Olga Dergachyova, David Bouget, Arnaud Huaulmé, Xavier Morandi, Pierre Jannin
Automatic data-driven real-time segmentation and recognition of surgical workflow. Int. J. Comput. Assist. Radiol. Surg. 11 (6) (2016)
Munenori Uemura, Pierre Jannin, Makoto Yamashita, Morimasa Tomikawa, Tomohiko Akahoshi, Satoshi Obata, Ryota Souzaki, Satoshi Ieiri, Makoto Hashizume
Procedural surgical skill assessment in laparoscopic training environments. Int. J. Comput. Assist. Radiol. Surg. 11 (4) (2016)
Guillaume Claude, Valérie Gouranton, Benoît Caillaud, Bernard Gibaud, Pierre Jannin, Bruno Arnaldi
From Observations to Collaborative Simulation: Application to Surgical Training. ICAT-EGVE (2016)
Tiziano D'Albis, Claire Haegelen, Caroline Essert, Sara Fernández-Vidal, Florent Lalys, Pierre Jannin
PyDBS: an automated image processing workflow for deep brain stimulation surgery. Int. J. Comput. Assist. Radiol. Surg. 10 (2) (2015)
Caroline Essert, Sara Fernández-Vidal, Antonio Capobianco, Claire Haegelen, Carine Karachi, Éric Bardinet, Maud Marchal, Pierre Jannin
Statistical study of parameters for deep brain stimulation automatic preoperative planning of electrodes trajectories. Int. J. Comput. Assist. Radiol. Surg. 10 (12) (2015)
David Bouget, Rodrigo Benenson, Mohamed Omran, Laurent Riffaud, Bernt Schiele, Pierre Jannin
Detecting Surgical Tools by Modelling Local Appearance and Global Shape. IEEE Trans. Medical Imaging 34 (12) (2015)
Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin
Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks. AIME (2015)
Germain Forestier, Laurent Riffaud, Pierre Jannin
Automatic phase prediction from low-level surgical activities. Int. J. Comput. Assist. Radiol. Surg. 10 (6) (2015)
Darko Katic, Chantal Julliard, Anna-Laura Wekerle, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel, Pierre Jannin, Bernard Gibaud
LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition. Int. J. Comput. Assist. Radiol. Surg. 10 (9) (2015)
Danail Stoyanov, D. Louis Collins, Ichiro Sakuma, Purang Abolmaesumi, Pierre Jannin
Information processing in computer-assisted interventions: 5th international conference, 2014. Int. J. Comput. Assist. Radiol. Surg. 10 (9) (2015)
Thierry Morineau, Laurent Riffaud, Xavier Morandi, Jonathan Villain, Pierre Jannin
Work domain constraints for modelling surgical performance. Int. J. Comput. Assist. Radiol. Surg. 10 (10) (2015)
Andrej Machno, Pierre Jannin, Olivier Dameron, Werner Korb, Gerik Scheuermann, Jürgen Meixensberger
Ontology for assessment studies of human-computer-interaction in surgery. Artif. Intell. Medicine 63 (2) (2015)
Fabien Despinoy, L. Alonso Sanchez, Nabil Zemiti, Pierre Jannin, Philippe Poignet
Comparative Assessment of a Novel Optical Human-Machine Interface for Laparoscopic Telesurgery. IPCAI (2014)
Florent Lalys, Claire Haegelen, Tiziano D'albis, Pierre Jannin
Analysis of electrode deformations in deep brain stimulation surgery. Int. J. Comput. Assist. Radiol. Surg. 9 (1) (2014)
Florent Lalys, Pierre Jannin
Surgical process modelling: a review. Int. J. Comput. Assist. Radiol. Surg. 9 (3) (2014)
Lena Maier-Hein, Anja Groch, Adrien Bartoli, Sebastian Bodenstedt, G. Boissonnat, P.-L. Chang, Neil Clancy, Daniel S. Elson, Sven Haase, Eric Heim, Joachim Hornegger, Pierre Jannin, Hannes Kenngott, Thomas Kilgus, Beat P. Müller-Stich, D. Oladokun, Sebastian Röhl, Thiago R. dos Santos, Heinz-Peter Schlemmer, Alexander Seitel, Stefanie Speidel, Martin Wagner, Danail Stoyanov
Comparative Validation of Single-Shot Optical Techniques for Laparoscopic 3-D Surface Reconstruction. IEEE Trans. Medical Imaging 33 (10) (2014)
Dean C. Barratt, Pierre Jannin, Gabor Fichtinger, Stephane Cotin
Information processing in computer-assisted interventions: 4th international conference, 2013. Int. J. Comput. Assist. Radiol. Surg. 9 (5) (2014)
Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin
Non-linear temporal scaling of surgical processes. Artif. Intell. Medicine 62 (3) (2014)
Alexandre Bilger, Éric Bardinet, Sara Fernández-Vidal, Christian Duriez, Pierre Jannin, Stephane Cotin
Intra-Operative Registration for Stereotactic Procedures Driven by a Combined Biomechanical Brain and CSF Model. ISBMS (2014)
Florent Lalys, David Bouget, Laurent Riffaud, Pierre Jannin
Automatic knowledge-based recognition of low-level tasks in ophthalmological procedures. Int. J. Comput. Assist. Radiol. Surg. 8 (1) (2013)
Marta Kersten-Oertel, Pierre Jannin, D. Louis Collins
The state of the art of visualization in mixed reality image guided surgery. Comput. Medical Imaging Graph. 37 (2) (2013)
Claire Haegelen, Pierrick Coupé, Vladimir S. Fonov, Nicolas Guizard, Pierre Jannin, Xavier Morandi, D. Louis Collins
Automated segmentation of basal ganglia and deep brain structures in MRI of Parkinson's disease. Int. J. Comput. Assist. Radiol. Surg. 8 (1) (2013)
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
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. 37 (2) (2013)
Germain Forestier, Florent Lalys, Laurent Riffaud, D. Louis Collins, Jürgen Meixensberger, Shafik N. Wassef, Thomas Neumuth, Benoît Goulet, Pierre Jannin
Multi-site study of surgical practice in neurosurgery based on surgical process models. J. Biomed. Informatics 46 (5) (2013)

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Pierre Jannin