List of works - Christian Wachinger

A Feature-Based Approach to Big Data Analysis of Medical Images

scientific article

A Longitudinal Imaging Genetics Study of Neuroanatomical Asymmetry in Alzheimer's Disease

article

Abtract: Shape Analysis in Human Brain MRI

Alignment of viewing-angle dependent ultrasound images

Atlas-based under-segmentation

scientific article published on 01 January 2014

Blockface histology with optical coherence tomography: a comparison with Nissl staining

scientific article

BrainPrint: a discriminative characterization of brain morphology

scientific article

BrainPrint: identifying subjects by their brain

scientific article published on 01 January 2014

Contour-Driven Atlas-Based Segmentation

scientific article published on 9 June 2015

Contour-driven regression for label inference in atlas-based segmentation

scientific article published on 01 January 2013

DeepNAT: Deep convolutional neural network for segmenting neuroanatomy ⬇️

scientific article published on 18 February 2017

Deformable mosaicing for whole-body MRI

scientific article published on 01 January 2008

Does the late positive component reflect successful reading acquisition? A longitudinal ERP study

scientific article published on 13 October 2017

Domain adaptation for Alzheimer's disease diagnostics

scientific article

Efficient Descriptor-Based Segmentation of Parotid Glands With Nonlocal Means

scientific article published on 16 September 2016

Entropy and Laplacian images: structural representations for multi-modal registration

scientific article

Estimation of acoustic impedance from multiple ultrasound images with application to spatial compounding

Gaussian process interpolation for uncertainty estimation in image registration

article

Gaussian process uncertainty in age estimation as a measure of brain abnormality

scientific article published on 5 April 2018

Keypoint Transfer Segmentation.

scientific article published in January 2015

Keypoint Transfer for Fast Whole-Body Segmentation

article

Locally adaptive Nakagami-based ultrasound similarity measures.

scientific article

Manifold Learning for Multi-Modal Image Registration

Manifold learning for image-based breathing gating in MRI

Manifold learning for image-based breathing gating in ultrasound and MRI.

scientific article published on 8 December 2011

Manifold learning for image-based breathing gating with application to 4D ultrasound

scientific article published on 01 January 2010

Patient position detection for SAR optimization in magnetic resonance imaging

scientific article published on 01 January 2006

ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

scientific article

Registration strategies and similarity measures for three-dimensional ultrasound mosaicing

scientific article

Sampling from Determinantal Point Processes for Scalable Manifold Learning.

scientific article published in January 2015

Similarity metrics and efficient optimization for simultaneous registration

Simultaneous registration of multiple images: similarity metrics and efficient optimization

scientific article published in May 2013

Sparse projections of medical images onto manifolds

scientific article published on January 2013

Spectral label fusion

scientific article published on 01 January 2012

Sphere extraction in MR images with application to whole-body MRI

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 image representation for image registration

Temporal groupwise registration for motion modeling

scientific article published in January 2011

The 2D analytic signal for envelope detection and feature extraction on ultrasound images

scientific article

The 2D analytic signal on RF and B-mode ultrasound images.

scientific article published in January 2011

Three-dimensional ultrasound mosaicing

Towards an Estimation of Acoustic Impedance from Multiple Ultrasound Images

Ultrasound specific similarity measures for three-dimensional mosaicing

Whole-brain analysis reveals increased neuroanatomical asymmetries in dementia for hippocampus and amygdala

scientific article published on 10 October 2016

List of works by Christian Wachinger

A Feature-Based Approach to Big Data Analysis of Medical Images

A Longitudinal Imaging Genetics Study of Neuroanatomical Asymmetry in Alzheimer's Disease

Abtract: Shape Analysis in Human Brain MRI

Alignment of viewing-angle dependent ultrasound images

Atlas-based under-segmentation

Blockface histology with optical coherence tomography: a comparison with Nissl staining

BrainPrint: a discriminative characterization of brain morphology

BrainPrint: identifying subjects by their brain

Contour-Driven Atlas-Based Segmentation

Contour-driven regression for label inference in atlas-based segmentation

DeepNAT: Deep convolutional neural network for segmenting neuroanatomy ⬇️

Deformable mosaicing for whole-body MRI

Does the late positive component reflect successful reading acquisition? A longitudinal ERP study

Domain adaptation for Alzheimer's disease diagnostics

Efficient Descriptor-Based Segmentation of Parotid Glands With Nonlocal Means

Entropy and Laplacian images: structural representations for multi-modal registration

Estimation of acoustic impedance from multiple ultrasound images with application to spatial compounding

Gaussian process interpolation for uncertainty estimation in image registration

Gaussian process uncertainty in age estimation as a measure of brain abnormality

Keypoint Transfer Segmentation.

Keypoint Transfer for Fast Whole-Body Segmentation

Locally adaptive Nakagami-based ultrasound similarity measures.

Manifold Learning for Multi-Modal Image Registration

Manifold learning for image-based breathing gating in MRI

Manifold learning for image-based breathing gating in ultrasound and MRI.

Manifold learning for image-based breathing gating with application to 4D ultrasound

Patient position detection for SAR optimization in magnetic resonance imaging

ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

Registration strategies and similarity measures for three-dimensional ultrasound mosaicing

Sampling from Determinantal Point Processes for Scalable Manifold Learning.

Similarity metrics and efficient optimization for simultaneous registration

Simultaneous registration of multiple images: similarity metrics and efficient optimization

Sparse projections of medical images onto manifolds

Spectral label fusion

Sphere extraction in MR images with application to whole-body MRI

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

Structural image representation for image registration

Temporal groupwise registration for motion modeling

The 2D analytic signal for envelope detection and feature extraction on ultrasound images

The 2D analytic signal on RF and B-mode ultrasound images.

Three-dimensional ultrasound mosaicing

Towards an Estimation of Acoustic Impedance from Multiple Ultrasound Images

Ultrasound specific similarity measures for three-dimensional mosaicing

Whole-brain analysis reveals increased neuroanatomical asymmetries in dementia for hippocampus and amygdala