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List of works by Christian Ledig

A Framework for Inter-Subject Prediction of Functional Connectivity From Structural Networks.

scientific article published on 6 August 2013

A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease

scientific article published on April 2016

A Semi-supervised Large Margin Algorithm for White Matter Hyperintensity Segmentation

A robust similarity measure for volumetric image registration with outliers

Assessment of a deep-learning system for fracture detection in musculoskeletal radiographs

scientific article published on 30 October 2020

Automatic quantification of normal cortical folding patterns from fetal brain MRI.

scientific article published on 25 January 2014

Automatic whole brain MRI segmentation of the developing neonatal brain

scientific article published on 6 May 2014

Brain Extraction Using Label Propagation and Group Agreement: Pincram

scientific article published on 10 July 2015

Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch

scientific article published on 01 January 2013

Construction of a 4D Brain Atlas and Growth Model Using Diffeomorphic Registration

Correction: Brain Extraction Using Label Propagation and Group Agreement: Pincram

scientific article published on 12 August 2015

Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier.

scientific article

DeepMedic for Brain Tumor Segmentation

Differential Dementia Diagnosis on Incomplete Data with Latent Trees

scholarly article by Christian Ledig et al published 2016 in Lecture Notes in Computer Science

Differential diagnosis of neurodegenerative diseases using structural MRI data

scientific article

Dynamic Changes in White Matter Abnormalities Correlate With Late Improvement and Deterioration Following TBI: A Diffusion Tensor Imaging Study.

scientific article published on 28 April 2015

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation ⬇️

scientific article published on 29 October 2016

Five-class differential diagnostics of neurodegenerative diseases using random undersampling boosting

scientific article

Group-Constrained Laplacian Eigenmaps: Longitudinal AD Biomarker Learning

article by R. Guerrero et al published 2015 in Lecture Notes in Computer Science

Group-constrained manifold learning: Application to AD risk assessment

scholarly article by R. Guerrero et al published March 2017 in Pattern Recognition

Hippocampal atrophy rate using an expectation maximization classifier with a disease-specific prior

ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.

scientific article published on 21 July 2016

Improving whole-brain segmentations through incorporating regional image intensity statistics

Instantiated mixed effects modeling of Alzheimer's disease markers

scientific article published on 2 July 2016

Learning Biomarker Models for Progression Estimation of Alzheimer's Disease

scientific article

Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation

scientific article published on 01 January 2014

Multi-atlas segmentation with augmented features for cardiac MR images

scientific article published on 19 September 2014

Multi-class brain segmentation using atlas propagation and EM-based refinement

Multi-stage Biomarker Models for Progression Estimation in Alzheimer's Disease

scientific article published in January 2015

Patch-Based Evaluation of Image Segmentation

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

article by Christian Ledig et al published July 2017 in 2017 IEEE Conference on Computer Vision and Pattern Recognition

Pseudo-healthy Image Synthesis for White Matter Lesion Segmentation

Quantitative assessment of myelination patterns in preterm neonates using T2-weighted MRI

scientific article published on 10 September 2019

Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation

Regional brain morphometry in patients with traumatic brain injury based on acute- and chronic-phase magnetic resonance imaging.

scientific article published on 28 November 2017

Regression analysis for assessment of myelination status in preterm brains with magnetic resonance imaging

Robust whole-brain segmentation: application to traumatic brain injury

scientific article

Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge

scientific article published on 31 January 2015

Structural brain imaging in Alzheimer's disease and mild cognitive impairment: biomarker analysis and shared morphometry database

scientific article published in Scientific Reports

Unsupervised Domain Adaptation in Brain Lesion Segmentation with Adversarial Networks

article published in 2017

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