Loïc Peter

University College London — United Kingdom

Computer Science · Physical Sciences

16h-index1.4kcitations44works7.02yr avg
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Research Topics

Medical Image Segmentation Techniques(13), AI in cancer detection(13), Medical Imaging and Analysis(7), Advanced Image and Video Retrieval Techniques(6), Robotics and Sensor-Based Localization(4)

Publications44 total

A probabilistic histological atlas of the human brain for MRI segmentation
Nature·2025· 2 citedOpen Access
Fast segmentation with the NextBrain histological atlas
2025Open Access
A next-generation, histological atlas of the human brain and its application to automated brain MRI segmentation
2024· 19 citedOpen Access
Deep active learning for suggestive segmentation of biomedical image stacks via optimisation of Dice scores and traced boundary length
Medical Image Analysis·2022· 12 citedOpen Access
Robust joint registration of multiple stains and MRI for multimodal 3D\n histology reconstruction: Application to the Allen human brain atlas
arXiv (Cornell University)·2021· 22 citedOpen Access
Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms
IEEE Transactions on Medical Imaging·2021· 4 citedOpen Access
Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms
arXiv (Cornell University)·2021Open Access
Active Annotation of Informative Overlapping Frames in Video Mosaicking Applications
arXiv (Cornell University)·2020Open Access
A multimodal computational pipeline for 3D histology of the human brain
Scientific Reports·2020· 44 citedOpen Access
A multimodal computational pipeline for 3D histology of the human brain
2020· 3 citedOpen Access
Pruning strategies for efficient online globally consistent mosaicking in fetoscopy
Journal of Medical Imaging·2019· 14 citedOpen Access
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections
Medical Image Analysis·2018· 38 citedOpen Access
Technical note: probabilistic visual and electromagnetic data fusion for robust drift-free sequential mosaicking. Application to fetoscopy
2018
Probabilistic visual and electromagnetic data fusion for robust drift-free sequential mosaicking: application to fetoscopy
Journal of Medical Imaging·2018· 15 citedOpen Access
Model-Based Refinement of Nonlinear Registrations in 3D Histology Reconstruction
Lecture notes in computer science·2018· 5 cited
Segmentation of Skeleton and Organs in Whole-Body CT Images via Iterative Trilateration
IEEE Transactions on Medical Imaging·2017· 19 cited
A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical Data
arXiv (Cornell University)·2017Open Access
A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical\n Data
arXiv (Cornell University)·2017Open Access
Guiding multimodal registration with learned optimization updates
Medical Image Analysis·2017· 18 cited
FRAP analysis of exponentially growing cells.
Figshare·2017Open Access
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Frequent Co-authors

Nassir Navab(15), Juan Eugenio Iglesias(14), Diana Mateus(7), Tom Vercauteren(7), Adrià Casamitjana(6), Matteo Mancini(5), Eleanor Robinson(5), Shauna Crampsie(5), David L. Thomas(5), Janice L. Holton(5), Zane Jaunmuktane(5), Sébastien Ourselin(5), Roberto Annunziata(4), Christian Rupprecht(4), Pierre Chatelain(4), Juri Althonayan(4), Emily Blackburn(4), Alessia Atzeni(4), Olivier Pauly(4), Marcel Tella-Amo(4)