List of works by Georg Langs

3D and Infrared Face Reconstruction from RGB data using Canonical Correlation Analysis

A Clique of Active Appearance Models by Minimum Description Length

A Locally Linear Method for Enforcing Temporal Smoothness in Serial Image Registration

A Robust Matching Algorithm for Active Appearance Models

A Visual Information Retrieval System for Radiology Reports and the Medical Literature

A spatio-temporal latent atlas for semi-supervised learning of fetal brain segmentations and morphological age estimation

scientific article

A survey on visual information search behavior and requirements of radiologists

scientific article published on 31 August 2012

Active Feature Models

article published in 2006

An automatic model-based system for joint space measurements on hand radiographs: initial experience.

scientific article published on 19 October 2007

Analysis of the three-dimensional anatomical variance of the distal radius using 3D shape models

scientific article

Analyzing and Predicting Visual Acuity Outcomes of Anti-VEGF Therapy by a Longitudinal Mixed Effects Model of Imaging and Clinical Data.

scientific article published on August 2017

Application of BI-RADS Descriptors in Contrast-Enhanced Dual-Energy Mammography: Comparison with MRI.

scientific article published on 17 August 2017

Assessement of rheumatic diseases with computational radiology: current status and future potential

scientific article published on 19 May 2009

Assessing Reorganisation of Functional Connectivity in the Infant Brain

Atlas learning in fetal brain development

scientific article

Atlas-based deformable mutual population segmentation

Atypical language representation is unfavorable for language abilities following childhood stroke

scientific article published on 25 September 2018

Automated Fovea Detection in Spectral Domain Optical Coherence Tomography Scans of Exudative Macular Disease

scientific article published on 31 August 2016

Automated retinal fovea type distinction in spectral-domain optical coherence tomography of retinal vein occlusion

Automated threshold-independent cortex segmentation by 3D-texture analysis of HR-pQCT scans

scientific article published on 13 June 2012

Automatic Surveying of Cutaneous Hemangiomas

Automatic assessment of the knee alignment angle on full-limb radiographs

scientific article published on 13 March 2009

Automatic image-based assessment of lesion development during hemangioma follow-up examinations

scientific article

Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem

scientific article published on 20 August 2020

Automatic quantification of joint space narrowing and erosions in rheumatoid arthritis.

scientific article published in January 2009

Bringing the Algorithms to the Data: Cloud–Based Benchmarking for Medical Image Analysis

scholarly article by Allan Hanbury et al published 2012 in Lecture Notes in Computer Science

Building and registering parameterized 3D models of vessel trees for visualization during intervention

Classification of tensors and fiber tracts using Mercer-kernels encoding soft probabilistic spatial and diffusion information

Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks

scientific article published on 9 June 2016

Cloud–Based Evaluation Framework for Big Data

Computational identification and quantification of trabecular microarchitecture classes by 3-D texture analysis-based clustering

scientific article published on 10 January 2013

Computational image analysis for prognosis determination in DME.

scientific article published on 19 April 2017

Computational radiology in skeletal radiography.

scientific article published on 5 July 2009

Computerassistierte radiologische Diagnostik arthritischer Gelenkveränderungen

scientific article published on 01 December 2006

Constructing an Un-biased Whole Body Atlas from Clinical Imaging Data by Fragment Bundling

article

Contrast-enhanced dual energy mammography with a novel anode/filter combination and artifact reduction: a feasibility study

scientific article published on 15 September 2015

Correlation of 3-Dimensionally Quantified Intraretinal and Subretinal Fluid With Visual Acuity in Neovascular Age-Related Macular Degeneration

scientific article published on 10 December 2015

Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations

Decoupling function and anatomy in atlases of functional connectivity patterns: language mapping in tumor patients

scientific article

Detecting stable distributed patterns of brain activation using Gini contrast

scientific article

Diffeomorphic functional brain surface alignment: Functional demons

scientific article published on 14 April 2017

Differential diagnosis of rheumatic diseases using conventional radiography

scientific article published in December 2004

Diffusion-weighted imaging for the follow-up of patients after matrix-associated autologous chondrocyte transplantation

scientific article published on 31 January 2009

Disrupted developmental organization of the structural connectome in fetuses with corpus callosum agenesis

scientific article

Dynamic memory to alleviate catastrophic forgetting in continual learning with medical imaging

scientific article published on 28 September 2021

Evaluating deformation patterns of the thoracic aorta in gated CTA sequences

Evaluation of Fast 2D and 3D Medical Image Retrieval Approaches Based on Image Miniatures

scholarly article by René Donner et al published 2012 in Lecture Notes in Computer Science

Evolution of cortical geometry and its link to function, behaviour and ecology ⬇️

Fast Anatomical Structure Localization Using Top-Down Image Patch Regression

Fast active appearance model search using canonical correlation analysis.

scientific article published in October 2006

Fetal Cerebral Magnetic Resonance Imaging Beyond Morphology.

scientific article

Fetal MRI detects early alterations of brain development in Tetralogy of Fallot

scientific article

Fetal functional imaging portrays heterogeneous development of emerging human brain networks

scientific article

Fully Automated Detection and Quantification of Macular Fluid in OCT Using Deep Learning.

scientific article published on 8 December 2017

Functional Imaging of the Prenatal Brain

Generalized sparse MRF appearance models

Geodesic denoising for optical coherence tomography images

Global localization of 3D anatomical structures by pre-filtered Hough forests and discrete optimization

scientific article published on 17 March 2013

Group-wise MDL based registration of small animals in video sequences

Hierarchical 3D diffusion wavelet shape priors

Identifying Shared Brain Networks in Individuals by Decoupling Functional and Anatomical Variability

scientific article published on September 2015

Improve synthetic retinal OCT images with present of pathologies and textural information

Introduction of an automated user-independent quantitative volumetric magnetic resonance imaging breast density measurement system using the Dixon sequence: comparison with mammographic breast density assessment

scientific article

Khresmoi Professional: Multilingual, Multimodal Professional Medical Search

Learning an Atlas of a Cognitive Process in Its Functional Geometry

Learning deformation and structure simultaneously: in situ endograft deformation analysis

scientific article published in July 2010

Left ventricle segmentation using diffusion wavelets and boosting

Lesion-Specific Language Network Alterations in Temporal Lobe Epilepsy

scientific article published on 02 January 2020

Local Structure Detection with Orientation-invariant Radial Configuration

Localization of 3D Anatomical Structures Using Random Forests and Discrete Optimization

Mapping Multi-Modal Routine Imaging Data to a Single Reference via Multiple Templates

Mapping visual features to semantic profiles for retrieval in medical imaging

scholarly article published June 2015

Mens inversus in corpore inverso? Language lateralization in a boy with situs inversus totalis.

scientific article

Model-based erosion spotting and visualization in rheumatoid arthritis.

scientific article published in October 2007

Modeling Fetal Cortical Expansion Using Graph-Regularized Gompertz Models

Modeling the structure of multivariate manifolds: Shape maps

Motion Analysis of Endovascular Stent-Grafts by MDL Based Registration

Motion artefact correction in retinal optical coherence tomography using local symmetry

scientific article published in 2014

Multi-subject Manifold Alignment of Functional Network Structures via Joint Diagonalization

scientific article published on January 2015

Multiple appearance models

scholarly article by Georg Langs et al published September 2007 in Pattern Recognition

Multiple computer-based methods of measuring joint space width can discriminate between treatment arms in the COBRA trial -- Update of an ongoing OMERACT project

scientific article published on August 2009

Multivariate Manifold Modelling of Functional Connectivity in Developing Language Networks

Multivendor Spectral-Domain Optical Coherence Tomography Dataset, Observer Annotation Performance Evaluation, and Standardized Evaluation Framework for Intraretinal Cystoid Fluid Segmentation

scientific article published on 04 August 2016

Optimal Sub-Shape Models by Minimum Description Length

Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013)

scholarly article by Henning Müller et al published 2014 in Lecture Notes in Computer Science

Overview of the 2014 Workshop on Medical Computer Vision—Algorithms for Big Data (MCV 2014)

Overview of the 2015 Workshop on Medical Computer Vision — Algorithms for Big Data (MCV 2015)

article published in 2016

Overview of the First Workshop of Muldimodal Retrieval in the Medical Domain (MRMD 2015)

Overview of the VISCERAL Retrieval Benchmark 2015

Parcellating cortical functional networks in individuals

scientific article

Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion

Predicting Macular Edema Recurrence from Spatio-Temporal Signatures in Optical Coherence Tomography Images

scientific article published on 2 May 2017

Predicting Semantic Descriptions from Medical Images with Convolutional Neural Networks

scholarly article by Thomas Schlegl et al published 2015 in Lecture Notes in Computer Science

Predicting Treatment Response from Resting State fMRI Data: Comparison of Parcellation Approaches

article

Prediction of Anti-VEGF Treatment Requirements in Neovascular AMD Using a Machine Learning Approach.

scientific article

Pulsatile non-Newtonian blood flow in three-dimensional carotid bifurcation models: a numerical study of flow phenomena under different bifurcation angles.

scientific article published in November 1991

Quantifying disease activity and damage by imaging in rheumatoid arthritis and osteoarthritis

scientific article published on February 2009

Quantitative Bildgebung bei rheumatoider Arthritis: Vom Scoring zur Messung

scientific article published on 01 May 2006

Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma

scientific article published on 17 March 2021

Reply

scientific article published on 21 May 2020

Rheumatoid Arthritis Quantification using Appearance Models

scholarly article published 2015

Rotation invariant eigenvessels and auto-context for retinal vessel detection

Segmentation of Skeleton and Organs in Whole-Body CT Images via Iterative Trilateration

scientific article published on 27 June 2017

Shape priors and discrete MRFs for knowledge-based segmentation

Situating the default-mode network along a principal gradient of macroscale cortical organization

scientific article published on 18 October 2016

Sparse MRF Appearance Models for Fast Anatomical Structure Localisation

Sparsity, redundancy and optimal image support towards knowledge-based segmentation

Spatio-Temporal Signatures to Predict Retinal Disease Recurrence

Special issue on Optimization for vision, graphics and medical imaging: Theory and applications

scholarly article by Nikos Komodakis et al published December 2011 in Computer Vision and Image Understanding

Stent graft surface movement after infrarenal abdominal aortic aneurysm repair: comparison of patients with and without a type 2 endoleak.

scientific article published on 25 April 2015

Structure-based neuron retrieval across Drosophila brains

scientific article published in July 2014

Superpixel-Based Interest Points for Effective Bags of Visual Words Medical Image Retrieval

scholarly article by Sebastian Haas et al published 2012 in Lecture Notes in Computer Science

Task-Specific Functional Brain Geometry from Model Maps

scientific article published on 01 January 2008

Texture Bags: Anomaly Retrieval in Medical Images Based on Local 3D-Texture Similarity

scholarly article by Andreas Burner et al published 2012 in Lecture Notes in Computer Science

Texture analysis in quantitative osteoporosis assessment: Characterizing microarchitecture

The Digital Brain Tumour Atlas, an open histopathology resource

scientific article published in 2022

The Prenatal Origin of Hemispheric Asymmetry: An In Utero Neuroimaging Study

scientific article published on 17 September 2010

The relationship between eye movement and vision develops before birth

scientific article

Trabecular bone class mapping across resolutions: translating methods from HR-pQCT to clinical CT

Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery

article published in 2017

Unsupervised Identification of Clinically Relevant Clusters in Routine Imaging Data

Unsupervised Pre-training Across Image Domains Improves Lung Tissue Classification

Unsupervised classification of skeletal fibers using diffusion maps

User-oriented evaluation of a medical image retrieval system for radiologists

scientific article published on 21 May 2015

VISCERAL: Towards Large Data in Medical Imaging — Challenges and Directions

scholarly article by Georg Langs et al published 2013 in Lecture Notes in Computer Science

Validation of In utero Tractography of Human Fetal Commissural and Internal Capsule Fibers with Histological Structure Tensor Analysis

scientific article

Vision pyramids that do not grow too high

Visualizing changes in vessel wall dynamics due to stent-grafting in the aortic arch

article

Wavelet-driven knowledge-based MRI calf muscle segmentation

Weakly supervised group-wise model learning based on discrete optimization

Whole-body anatomy localization via classification and regression forests

scientific article published in December 2013

[Measurement instead of scoring in rheumatology: new quantitative imaging and processing methods in radiology].

scientific article published in February 2008

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