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Loïc Peter
ORCID
Publication Activity (10 Years)
Years Active: 2012-2022
Publications (10 Years): 20
Top Topics
Training Set
Image Stacks
Random Forests
Histological Images
Top Venues
CoRR
Medical Image Anal.
MICCAI (3)
IEEE Trans. Medical Imaging
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Publications
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Adrià Casamitjana
,
Marco Lorenzi
,
Sebastiano Ferraris
,
Loïc Peter
,
Marc Modat
,
Allison Stevens
,
Bruce Fischl
,
Tom Vercauteren
,
Juan Eugenio Iglesias
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas.
Medical Image Anal.
75 (2022)
Alessia Atzeni
,
Loïc Peter
,
Eleanor D. Robinson
,
Emily Blackburn
,
Juri Althonayan
,
Daniel C. Alexander
,
Juan Eugenio Iglesias
Deep active learning for suggestive segmentation of biomedical image stacks via optimisation of Dice scores and traced boundary length.
Medical Image Anal.
81 (2022)
Loïc Peter
,
Daniel C. Alexander
,
Caroline Magnain
,
Juan Eugenio Iglesias
Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms.
CoRR
(2021)
Loïc Peter
,
Daniel C. Alexander
,
Caroline Magnain
,
Juan Eugenio Iglesias
Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms.
IEEE Trans. Medical Imaging
40 (8) (2021)
Loïc Peter
,
Marcel Tella-Amo
,
Dzhoshkun Ismail Shakir
,
Jan Deprest
,
Sébastien Ourselin
,
Juan Eugenio Iglesias
,
Tom Vercauteren
Active Annotation of Informative Overlapping Frames in Video Mosaicking Applications.
CoRR
(2020)
Loïc Peter
,
Marcel Tella-Amo
,
Dzhoshkun Ismail Shakir
,
George Attilakos
,
Ruwan Wimalasundera
,
Jan Deprest
,
Sébastien Ourselin
,
Tom Vercauteren
Retrieval and registration of long-range overlapping frames for scalable mosaicking of in vivo fetoscopy.
Int. J. Comput. Assist. Radiol. Surg.
13 (5) (2018)
Loïc Peter
,
Marcel Tella-Amo
,
Dzhoshkun Ismail Shakir
,
George Attilakos
,
Ruwan Wimalasundera
,
Jan Deprest
,
Sébastien Ourselin
,
Tom Vercauteren
Retrieval and Registration of Long-Range Overlapping Frames for Scalable Mosaicking of In Vivo Fetoscopy.
CoRR
(2018)
Juan Eugenio Iglesias
,
Marco Lorenzi
,
Sebastiano Ferraris
,
Loïc Peter
,
Marc Modat
,
Allison Stevens
,
Bruce Fischl
,
Tom Vercauteren
Model-Based Refinement of Nonlinear Registrations in 3D Histology Reconstruction.
MICCAI (2)
(2018)
Marcel Tella-Amo
,
Loïc Peter
,
Dzhoshkun I. Shakir
,
Jan Deprest
,
Danail Stoyanov
,
Juan Eugenio Iglesias
,
Tom Vercauteren
,
Sébastien Ourselin
Technical note: probabilistic visual and electromagnetic data fusion for robust drift-free sequential mosaicking. Application to fetoscopy.
Medical Imaging: Image-Guided Procedures
(2018)
Juan Eugenio Iglesias
,
Marc Modat
,
Loïc Peter
,
Allison Stevens
,
Roberto Annunziata
,
Tom Vercauteren
,
Ed Lein
,
Bruce Fischl
,
Sébastien Ourselin
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections.
CoRR
(2018)
Juan Eugenio Iglesias
,
Marc Modat
,
Loïc Peter
,
Allison Stevens
,
Roberto Annunziata
,
Tom Vercauteren
,
Ed Lein
,
Bruce Fischl
,
Sébastien Ourselin
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections.
Medical Image Anal.
50 (2018)
Marie Bieth
,
Loïc Peter
,
Stephan G. Nekolla
,
Matthias Eiber
,
Georg Langs
,
Markus Schwaiger
,
Bjoern H. Menze
Segmentation of Skeleton and Organs in Whole-Body CT Images via Iterative Trilateration.
IEEE Trans. Medical Imaging
36 (11) (2017)
Benjamín Gutiérrez
,
Loïc Peter
,
Tassilo Klein
,
Christian Wachinger
A Multi-armed Bandit to Smartly Select a Training Set from Big Medical Data.
MICCAI (3)
(2017)
Benjamín Gutiérrez
,
Loïc Peter
,
Tassilo Klein
,
Christian Wachinger
A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical Data.
CoRR
(2017)
Benjamín Gutiérrez-Becker
,
Diana Mateus
,
Loïc Peter
,
Nassir Navab
Guiding multimodal registration with learned optimization updates.
Medical Image Anal.
41 (2017)
Loïc Peter
,
Diana Mateus
,
Pierre Chatelain
,
Denis Declara
,
Noemi Schworm
,
Stefan Stangl
,
Gabriele Multhoff
,
Nassir Navab
Assisting the examination of large histopathological slides with adaptive forests.
Medical Image Anal.
35 (2017)
Benjamín Gutiérrez-Becker
,
Diana Mateus
,
Loïc Peter
,
Nassir Navab
Learning Optimization Updates for Multimodal Registration.
MICCAI (3)
(2016)
Sailesh Conjeti
,
Amin Katouzian
,
Abhijit Guha Roy
,
Loïc Peter
,
Debdoot Sheet
,
Stéphane G. Carlier
,
Andrew Laine
,
Nassir Navab
Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization.
Medical Image Anal.
32 (2016)
Florian Dubost
,
Loïc Peter
,
Christian Rupprecht
,
Benjamín Gutiérrez-Becker
,
Nassir Navab
Hands-Free Segmentation of Medical Volumes via Binary Inputs.
CoRR
(2016)
Florian Dubost
,
Loïc Peter
,
Christian Rupprecht
,
Benjamín Gutiérrez-Becker
,
Nassir Navab
Hands-Free Segmentation of Medical Volumes via Binary Inputs.
LABELS/DLMIA@MICCAI
(2016)
Kanishka Sharma
,
Loïc Peter
,
Christian Rupprecht
,
Anna Caroli
,
Lichao Wang
,
Andrea Remuzzi
,
Maximilian Baust
,
Nassir Navab
Semi-Automatic Segmentation of Autosomal Dominant Polycystic Kidneys using Random Forests.
CoRR
(2015)
Christian Rupprecht
,
Loïc Peter
,
Nassir Navab
Image segmentation in Twenty Questions.
CVPR
(2015)
Loïc Peter
,
Olivier Pauly
,
Pierre Chatelain
,
Diana Mateus
,
Nassir Navab
Scale-Adaptive Forest Training via an Efficient Feature Sampling Scheme.
MICCAI (1)
(2015)
Loïc Peter
,
Diana Mateus
,
Pierre Chatelain
,
Noemi Schworm
,
Stefan Stangl
,
Gabriele Multhoff
,
Nassir Navab
Leveraging Random Forests for Interactive Exploration of Large Histological Images.
MICCAI (1)
(2014)
Ralf Stauder
,
Asli Okur
,
Loïc Peter
,
Armin Schneider
,
Michael Kranzfelder
,
Hubertus Feußner
,
Nassir Navab
Random Forests for Phase Detection in Surgical Workflow Analysis.
IPCAI
(2014)
Pierre Chatelain
,
Olivier Pauly
,
Loïc Peter
,
Seyed-Ahmad Ahmadi
,
Annika Plate
,
Kai Bötzel
,
Nassir Navab
Learning from Multiple Experts with Random Forests: Application to the Segmentation of the Midbrain in 3D Ultrasound.
MICCAI (2)
(2013)
Loïc Peter
,
Olivier Pauly
,
Sjoert B. G. Jansen
,
Peter A. Smethurst
,
Willem H. Ouwehand
,
Nassir Navab
Automatic Event Detection within Thrombus Formation Based on Integer Programming.
MCV
(2012)
Loïc Peter
,
Nicolas Brieu
,
Sjoert B. G. Jansen
,
Peter A. Smethurst
,
Willem H. Ouwehand
,
Nassir Navab
Automatic segmentation and tracking of thrombus formation within in vitro microscopic video sequences.
ISBI
(2012)