Juan Eugenio Iglesias

is this you? claim profile

0 followers
BCBL ∙ UCL

A Learning Strategy for Contrast-agnostic MRI Segmentation

We present a deep learning strategy that enables, for the first time, co...
03/04/2020 ∙ by Benjamin Billot, et al. ∙ 8 ∙ share

read it
Learning Multi-Modal Image Registration without Real Data

We introduce a learning-based strategy for multi-modal registration of i...
04/21/2020 ∙ by Malte Hoffmann, et al. ∙ 7 ∙ share

read it
An Auto-Encoder Strategy for Adaptive Image Segmentation

Deep neural networks are powerful tools for biomedical image segmentatio...
04/29/2020 ∙ by Evan M. Yu, et al. ∙ 7 ∙ share

read it
Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast

Partial voluming (PV) is arguably the last crucial unsolved problem in B...
04/21/2020 ∙ by Benjamin Billot, et al. ∙ 5 ∙ share

read it
Large-scale mammography CAD with Deformable Conv-Nets

State-of-the-art deep learning methods for image processing are evolving...
02/19/2019 ∙ by Stephen Morrell, et al. ∙ 4 ∙ share

read it
Unsupervised deep learning for Bayesian brain MRI segmentation

Probabilistic atlas priors have been commonly used to derive adaptive an...
04/25/2019 ∙ by Adrian V. Dalca, et al. ∙ 1 ∙ share

read it
Part-to-whole Registration of Histology and MRI using Shape Elements

Image registration between histology and magnetic resonance imaging (MRI...
08/27/2017 ∙ by Jonas Pichat, et al. ∙ 0 ∙ share

read it
Multi-Atlas Segmentation of Biomedical Images: A Survey

Multi-atlas segmentation (MAS), first introduced and popularized by the ...
12/10/2014 ∙ by Juan Eugenio Iglesias, et al. ∙ 0 ∙ share

read it
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections

Nonlinear registration of 2D histological sections with corresponding sl...
01/16/2018 ∙ by Juan Eugenio Iglesias, et al. ∙ 0 ∙ share

read it
A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI and histology

The human thalamus is a brain structure that comprises numerous, highly ...
06/22/2018 ∙ by Juan Eugenio Iglesias, et al. ∙ 0 ∙ share

read it
Joint inference on structural and diffusion MRI for sequence-adaptive Bayesian segmentation of thalamic nuclei with probabilistic atlases

Segmentation of structural and diffusion MRI (sMRI/dMRI) is usually perf...
03/11/2019 ∙ by Juan Eugenio Iglesias, et al. ∙ 0 ∙ share

read it

Juan Eugenio Iglesias

Featured Co-authors

Sébastien Ourselin

Tom Vercauteren

Adrian V. Dalca

Mert R. Sabuncu

Polina Golland

Marc Modat

Koen Van Leemput

Bruce Fischl

Zbigniew Wojna

Loïc Peter

Benjamin Billot

A Learning Strategy for Contrast-agnostic MRI Segmentation

Learning Multi-Modal Image Registration without Real Data

An Auto-Encoder Strategy for Adaptive Image Segmentation

Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast

Large-scale mammography CAD with Deformable Conv-Nets

Unsupervised deep learning for Bayesian brain MRI segmentation

Part-to-whole Registration of Histology and MRI using Shape Elements

Multi-Atlas Segmentation of Biomedical Images: A Survey

Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections

A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI and histology

Joint inference on structural and diffusion MRI for sequence-adaptive Bayesian segmentation of thalamic nuclei with probabilistic atlases