Logarithmic Tapering Graph Pyramid. - Yll Haxhimusa; Roland Glantz; Maamar Saib; Georg Langs; Walter G. Kropatsch (DAGM-Symposium, 2002)

Hierarchical Top Down Enhancement of Robust PCA. - Georg Langs; Horst Bischof; Walter G. Kropatsch (SSPR/SPR, 2002)

Stroke Boundary Analysis for Identification of Drawing Tools. - Paul Kammerer; Georg Langs; Robert Sablatnig; Ernestine Zolda (CIARP, 2003)

Determining Position and Fine Shape Detail in Radiological Anatomy. - Georg Langs; Philipp Peloschek; Horst Bischof (DAGM-Symposium, 2003)

Stroke Segmentation in Infrared Reflectograms. - Paul Kammerer; Georg Langs; Robert Sablatnig; Ernestine Zolda (SCIA, 2003)

ASM Driven Snakes in Rheumatoid Arthritis Assessment. - Georg Langs; Philipp Peloschek; Horst Bischof (SCIA, 2003)

Building and Registering Parameterized 3D Models of Vessel Trees for Visualization during Intervention. - Georg Langs; Petia Radeva; David Rotger; Francesc Carreras (ICPR (3), 2004)

A Robust Matching Algorithm for Active Appearance Models. - Reinhard Beichel; Horst Bischof; Georg Langs; Milan Sonka (Bildverarbeitung für die Medizin, 2005)

A Clique of Active Appearance Models by Minimum Description Length. - Georg Langs; Philipp Peloschek; Rene Donner; Horst Bischof (BMVC, 2005)

Optimal Sub-Shape Models by Minimum Description Length. - Georg Langs; Philipp Peloschek; Horst Bischof (CVPR (2), 2005)

Vision pyramids that do not grow too high. - Walter G. Kropatsch; Yll Haxhimusa; Zygmunt Pizlo; Georg Langs (Pattern Recognit. Lett., 2005)

Active Feature Models. - Georg Langs; Philipp Peloschek; Rene Donner; Michael Reiter; Horst Bischof (ICPR (1), 2006)

3D and Infrared Face Reconstruction from RGB data using Canonical Correlation Analysis. - Michael Reiter; Rene Donner; Georg Langs; Horst Bischof (ICPR (1), 2006)

Automatic Surveying of Cutaneous Hemangiomas. - Sebastian Zambanini; Georg Langs; Robert Sablatnig; Peter Donath; Harald Maier (ICPR (1), 2006)

Fast Active Appearance Model Search Using Canonical Correlation Analysis. - Rene Donner; Michael Reiter; Georg Langs; Philipp Peloschek; Horst Bischof (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Sparse MRF Appearance Models for Fast Anatomical Structure Localisation. - Rene Donner; Branislav Micusík; Georg Langs; Horst Bischof (BMVC, 2007)

Local Structure Detection with Orientation-invariant Radial Configuration. - Lech Szumilas; Rene Donner; Georg Langs; Allan Hanbury (CVPR, 2007)

Motion Analysis of Endovascular Stent-Grafts by MDL Based Registration. - Georg Langs; Nikos Paragios; Rene Donner; Pascal Desgranges; Alain Rahmouni; Hicham Kobeiter (ICCV, 2007)

Object Localization Based on Markov Random Fields and Symmetry Interest Points. - Rene Donner; Branislav Micusík; Georg Langs; Lech Szumilas; Philipp Peloschek; Klaus Friedrich 004; Horst Bischof (MICCAI (2), 2007)

Robust Autonomous Model Learning from 2D and 3D Data Sets. - Georg Langs; Rene Donner; Philipp Peloschek; Horst Bischof (MICCAI (1), 2007)

A comparision of model-based methods for knee cartilage segmentation. - James Cheong; Nathan Faggian; Georg Langs; David Suter; Flavia M. Cicuttini (VISAPP (1), 2007)

Multiple appearance models. - Georg Langs; Philipp Peloschek; Rene Donner; Horst Bischof (Pattern Recognit., 2007)

Sparsity, redundancy and optimal image support towards knowledge-based segmentation. - Salma Essafi; Georg Langs; Nikos Paragios (CVPR, 2008)

Modeling the structure of multivariate manifolds: Shape maps. - Georg Langs; Nikos Paragios (CVPR, 2008)

Group-wise MDL based registration of small animals in video sequences. - Yuan Han; Georg Langs; Nikos Paragios (ISBI, 2008)

Task-Specific Functional Brain Geometry from Model Maps. - Georg Langs; Dimitris Samaras; Nikos Paragios; Jean Honorio; Nelly Alia-Klein; Dardo Tomasi; Nora D. Volkow; Rita Z. Goldstein (MICCAI (1), 2008)

Shape priors and discrete MRFs for knowledge-based segmentation. - Ahmed Besbes; Nikos Komodakis; Georg Langs; Nikos Paragios (CVPR, 2009)

Classification of tensors and fiber tracts using Mercer-kernels encoding soft probabilistic spatial and diffusion information. - Radhouène Neji; Nikos Paragios; Gilles Fleury; Jean-Philippe Thiran; Georg Langs (CVPR, 2009)

Hierarchical 3D diffusion wavelet shape priors. - Salma Essafi; Georg Langs; Nikos Paragios (ICCV, 2009)

Wavelet-Driven Knowledge-Based MRI Calf Muscle Segmentation. - Salma Essafi; Georg Langs; Jean-François Deux; Alain Rahmouni; Guillaume Bassez; Nikos Paragios (ISBI, 2009)

Unsupervised Classification of Skeletal Fibers Using Diffusion Maps. - Radhouène Neji; Georg Langs; Jean-François Deux; Mezri Maatouk; Alain Rahmouni; Guillaume Bassez; Gilles Fleury; Nikos Paragios (ISBI, 2009)

Atlas-Based Deformable Mutual Population Segmentation. - Aristeidis Sotiras; Nikos Komodakis; Georg Langs; Nikos Paragios (ISBI, 2009)

Weakly Supervised Group-Wise Model Learning Based on Discrete Optimization. - Rene Donner; Horst Wildenauer; Horst Bischof; Georg Langs (MICCAI (1), 2009)

Left Ventricle Segmentation Using Diffusion Wavelets and Boosting. - Salma Essafi; Georg Langs; Nikos Paragios (MICCAI (1), 2009)

Automatic Quantification of Joint Space Narrowing and Erosions in Rheumatoid Arthritis. - Georg Langs; Philipp Peloschek; Horst Bischof; Franz Kainberger (IEEE Trans. Medical Imaging, 2009)

Texture Analysis in Quantitative Osteoporosis Assessment. - Alexander Valentinitsch; Janina Patsch; Dirk Mueller; Franz Kainberger; Georg Langs (Bildverarbeitung für die Medizin, 2010)

Evaluating deformation patterns of the thoracic aorta in gated CTA sequences. - Ernst Schwartz; Roman Gottardi; Johannes Holfeld; Christian Loewe; Martin Czerny; Georg Langs (ISBI, 2010)

Texture analysis in quantitative osteoporosis assessment: characterizing microarchitecture. - Alexander Valentinitsch; Janina Patsch; Dirk Mueller; Franz Kainberger; Georg Langs (ISBI, 2010)

Localization of 3D Anatomical Structures Using Random Forests and Discrete Optimization. - Rene Donner; Erich Birngruber; Helmut Steiner; Horst Bischof; Georg Langs (MCV, 2010)

Functional Geometry Alignment and Localization of Brain Areas. - Georg Langs; Yanmei Tie; Laura Rigolo; Alexandra J. Golby; Polina Golland (NIPS, 2010)

Automatic image-based assessment of lesion development during hemangioma follow-up examinations. - Sebastian Zambanini; Robert Sablatnig; Harald Maier; Georg Langs (Artif. Intell. Medicine, 2010)

Generalized sparse MRF appearance models. - Rene Donner; Georg Langs; Branislav Micusík; Horst Bischof (Image Vis. Comput., 2010)

Learning an Atlas of a Cognitive Process in Its Functional Geometry. - Georg Langs; Danial Lashkari; Andrew Sweet; Yanmei Tie; Laura Rigolo; Alexandra J. Golby; Polina Golland (IPMI, 2011)

Texture Bags: Anomaly Retrieval in Medical Images Based on Local 3D-Texture Similarity. - Andreas Burner; Rene Donner; Marius Mayerhoefer; Markus Holzer 003; Franz Kainberger; Georg Langs (MCBR-CDS, 2011)

Evaluation of Fast 2D and 3D Medical Image Retrieval Approaches Based on Image Miniatures. - René Donner; Sebastian Haas; Andreas Burner; Markus Holzer 003; Horst Bischof; Georg Langs (MCBR-CDS, 2011)

Superpixel-Based Interest Points for Effective Bags of Visual Words Medical Image Retrieval. - Sebastian Haas; Rene Donner; Andreas Burner; Markus Holzer 003; Georg Langs (MCBR-CDS, 2011)

Special issue on Optimization for vision, graphics and medical imaging: Theory and applications. - Nikos Komodakis; Georg Langs; Horst Bischof; Nikos Paragios (Comput. Vis. Image Underst., 2011)

Learning deformation and structure simultaneously: In situ endograft deformation analysis. - Georg Langs; Nikos Paragios; Pascal Desgranges; Alain Rahmouni; Hicham Kobeiter (Medical Image Anal., 2011)

Detecting stable distributed patterns of brain activation using Gini contrast. - Georg Langs; Bjoern H. Menze; Danial Lashkari; Polina Golland (NeuroImage, 2011)

Bringing the Algorithms to the Data: Cloud-Based Benchmarking for Medical Image Analysis. - Allan Hanbury; Henning Müller; Georg Langs; Marc-André Weber; Bjoern H. Menze; Tomas Salas Fernandez (CLEF, 2012)

Visualizing changes in vessel wall dynamics due to stent-grafting in the aortic arch. - Ernst Schwartz; Johannes Holfeld; Martin Czerny; Georg Langs (ISBI, 2012)

Fast Anatomical Structure Localization Using Top-Down Image Patch Regression. - René Donner; Bjoern H. Menze; Horst Bischof; Georg Langs (MCV, 2012)

VISCERAL: Towards Large Data in Medical Imaging - Challenges and Directions. - Georg Langs; Allan Hanbury; Bjoern H. Menze; Henning Müller (MCBR-CDS, 2012)

Cloud-Based Evaluation Framework for Big Data. - Allan Hanbury; Henning Müller; Georg Langs; Bjoern H. Menze (Future Internet Assembly, 2013)

Khresmoi - Multilingual Semantic Search of Medical Text and Images. - Niraj Aswani; Thomas Beckers 002; Erich Birngruber; Célia Boyer; Andreas Burner; Jakub Bystron; Khalid Choukri; Sarah Cruchet; Hamish Cunningham; Jan Dedek; Ljiljana Dolamic; René Donner; et al. (MedInfo, 2013)

Constructing an Un-biased Whole Body Atlas from Clinical Imaging Data by Fragment Bundling. - Matthias Dorfer; René Donner; Georg Langs (MICCAI (1), 2013)

Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013). - Henning Müller; Bjoern H. Menze; Georg Langs; Albert Montillo; B. Michael Kelm; Zhuowen Tu; Oscar Alfonso Jiménez del Toro (MCV, 2013)

Predicting Treatment Response from Resting State fMRI Data: Comparison of Parcellation Approaches. - Satrajit S. Ghosh; Anisha Keshavan; Georg Langs (PRNI, 2013)

Global localization of 3D anatomical structures by pre-filtered Hough Forests and discrete optimization. - René Donner; Bjoern H. Menze; Horst Bischof; Georg Langs (Medical Image Anal., 2013)

Whole-body anatomy localization via classification and regression forests. - Bjoern Holger Menze; Georg Langs; Zhuowen Tu; Antonio Criminisi (Medical Image Anal., 2013)

Khresmoi Professional: Multilingual, Multimodal Professional Medical Search. - Liadh Kelly; Sebastian Dungs; Sascha Kriewel; Allan Hanbury; Lorraine Goeuriot; Gareth J. F. Jones; Georg Langs; Henning Müller (ECIR, 2014)

Motion Artefact Correction in Retinal Optical Coherence Tomography Using Local Symmetry. - Alessio Montuoro; Jing Wu 010; Sebastian M. Waldstein; Bianca S. Gerendas; Georg Langs; Christian Simader; Ursula Schmidt-Erfurth (MICCAI (2), 2014)

Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014). - Henning Müller; Bjoern H. Menze; Georg Langs; Albert Montillo; B. Michael Kelm; Shaoting Zhang 001; Tom Weidong Cai; Dimitris N. Metaxas (MCV, 2014)

Unsupervised Pre-training Across Image Domains Improves Lung Tissue Classification. - Thomas Schlegl; Joachim Ofner; Georg Langs (MCV, 2014)

A Locally Linear Method for Enforcing Temporal Smoothness in Serial Image Registration. - Ernst Schwartz; András Jakab; Gregor Kasprian; Lilla Zöllei; Georg Langs (STIA, 2014)

Longitudinal Alignment of Disease Progression in Fibrosing Interstitial Lung Disease. - Wolf-Dieter Vogl; Helmut Prosch; Christina Müller-Mang; Ursula Schmidt-Erfurth; Georg Langs (MICCAI (2), 2014)

A Visual Information Retrieval System for Radiology Reports and the Medical Literature. - Dimitrios Markonis; René Donner; Markus Holzer 003; Thomas Schlegl; Sebastian Dungs; Sascha Kriewel; Georg Langs; Henning Müller (MMM (2), 2014)

A spatio-temporal latent atlas for semi-supervised learning of fetal brain segmentations and morphological age estimation. - Eva Dittrich; Tammy Riklin Raviv; Gregor Kasprian; René Donner; Peter C. Brugger; Daniela Prayer; Georg Langs (Medical Image Anal., 2014)

Decoupling function and anatomy in atlases of functional connectivity patterns: Language mapping in tumor patients. - Georg Langs; Andrew Sweet; Danial Lashkari; Yanmei Tie; Laura Rigolo; Alexandra J. Golby; Polina Golland (NeuroImage, 2014)

Structure-Based Neuron Retrieval Across Drosophila Brains. - Florian Ganglberger; Florian Schulze; Laszlo Tirian; Alexey A. Novikov; Barry J. Dickson; Katja Bühler; Georg Langs (Neuroinformatics, 2014)

Anatomical triangulation: from sparse landmarks to dense annotation of the skeleton in CT images. - Marie Bieth; Rene Donner; Georg Langs; Markus Schwaiger; Bjoern H. Menze (BMVC, 2015)

Mapping visual features to semantic profiles for retrieval in medical imaging. - Johannes Hofmanninger; Georg Langs (CVPR, 2015)

Workshop Multimodal Retrieval in the Medical Domain (MRMD) 2015. - Henning Müller; Oscar Alfonso Jiménez del Toro; Allan Hanbury; Georg Langs; Antonio Foncubierta-Rodríguez (ECIR, 2015)

Overview of the First Workshop of Muldimodal Retrieval in the Medical Domain (MRMD 2015). - Henning Müller; Oscar Alfonso Jiménez del Toro; Allan Hanbury; Georg Langs; Antonio Foncubierta-Rodríguez (MRDM@ECIR, 2015)

Overview of the VISCERAL Retrieval Benchmark 2015. - Oscar Alfonso Jiménez del Toro; Allan Hanbury; Georg Langs; Antonio Foncubierta-Rodríguez; Henning Müller (MRDM@ECIR, 2015)

Multi-subject Manifold Alignment of Functional Network Structures via Joint Diagonalization. - Karl-Heinz Nenning; Kathrin Kollndorfer; Veronika Schöpf; Daniela Prayer; Georg Langs (IPMI, 2015)

Predicting Semantic Descriptions from Medical Images with Convolutional Neural Networks. - Thomas Schlegl; Sebastian M. Waldstein; Wolf-Dieter Vogl; Ursula Schmidt-Erfurth; Georg Langs (IPMI, 2015)

Spatio-Temporal Signatures to Predict Retinal Disease Recurrence. - Wolf-Dieter Vogl; Sebastian M. Waldstein; Bianca S. Gerendas; Christian Simader; Ana-Maria Glodan; Dominika Podkowinski; Ursula Schmidt-Erfurth; Georg Langs (IPMI, 2015)

Keypoint Transfer Segmentation. - Christian Wachinger; Matthew Toews; Georg Langs; William M. Wells III; Polina Golland (IPMI, 2015)

Overview of the VISCERAL Challenge at ISBI 2015. - Orcun Goksel; Antonio Foncubierta-Rodríguez; Oscar Alfonso Jiménez del Toro; Henning Müller; Georg Langs; Marc-André Weber; Bjoern H. Menze; Ivan Eggel; Katharina Gruenberg; Marianne Winterstein; Markus Holzer 003; Markus Krenn; et al. (VISCERAL Challenge@ISBI, 2015)

Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations. - Markus Krenn; Matthias Dorfer; Oscar Alfonso Jiménez del Toro; Henning Müller; Bjoern H. Menze; Marc-André Weber; Allan Hanbury; Georg Langs (MCV@MICCAI, 2015)

Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion. - Georg Langs; Polina Golland; Satrajit S. Ghosh (MICCAI (2), 2015)

Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015). - Henning Müller; Bjoern H. Menze; Georg Langs; Albert Montillo; B. Michael Kelm; Shaoting Zhang 001; Weidong Cai 001; Dimitris N. Metaxas (MCV@MICCAI, 2015)

Rotation invariant eigenvessels and auto-context for retinal vessel detection. - Alessio Montuoro; Christian Simader; Georg Langs; Ursula Schmidt-Erfurth (Image Processing, 2015)

Trabecular bone class mapping across resolutions: translating methods from HR-pQCT to clinical CT. - Alexander Valentinitsch; Lukas Fischer 001; Janina Patsch; Jan Bauer; Franz Kainberger; Georg Langs; Matthew D. DiFranco (Image Processing, 2015)

Automated retinal fovea type distinction in spectral-domain optical coherence tomography of retinal vein occlusion. - Jing Wu 010; Sebastian M. Waldstein; Bianca S. Gerendas; Georg Langs; Christian Simader; Ursula Schmidt-Erfurth (Image Processing, 2015)

User-oriented evaluation of a medical image retrieval system for radiologists. - Dimitrios Markonis; Markus Holzer 003; Frederic Baroz; Rafael Luis Ruiz De Castaneda; Célia Boyer; Georg Langs; Henning Müller (Int. J. Medical Informatics, 2015)

Disrupted developmental organization of the structural connectome in fetuses with corpus callosum agenesis. - András Jakab; Gregor Kasprian; Ernst Schwartz; Gerlinde Maria Gruber; Christian Mitter; Daniela Prayer; Veronika Schöpf; Georg Langs (NeuroImage, 2015)

Unsupervised Identification of Clinically Relevant Clusters in Routine Imaging Data. - Johannes Hofmanninger; Markus Krenn; Markus Holzer 003; Thomas Schlegl; Helmut Prosch; Georg Langs (MICCAI (1), 2016)

Modeling Fetal Cortical Expansion Using Graph-Regularized Gompertz Models. - Ernst Schwartz; Gregor Kasprian; András Jakab; Daniela Prayer; Veronika Schöpf; Georg Langs (MICCAI (1), 2016)

Geodesic denoising for optical coherence tomography images. - Ehsan Shahrian Varnousfaderani; Wolf-Dieter Vogl; Jing Wu 010; Bianca S. Gerendas; Christian Simader; Georg Langs; Sebastian M. Waldstein; Ursula Schmidt-Erfurth (Image Processing, 2016)

Improve synthetic retinal OCT images with present of pathologies and textural information. - Ehsan Shahrian Varnousfaderani; Wolf-Dieter Vogl; Jing Wu 010; Bianca S. Gerendas; Christian Simader; Georg Langs; Sebastian M. Waldstein; Ursula Schmidt-Erfurth (Image Processing, 2016)

Identifying and Categorizing Anomalies in Retinal Imaging Data. - Philipp Seeböck; Sebastian M. Waldstein; Sophie Klimscha; Bianca S. Gerendas; René Donner; Thomas Schlegl; Ursula Schmidt-Erfurth; Georg Langs (CoRR, 2016)

Automated Fovea Detection in Spectral Domain Optical Coherence Tomography Scans of Exudative Macular Disease. - Jing Wu 010; Sebastian M. Waldstein; Alessio Montuoro; Bianca S. Gerendas; Georg Langs; Ursula Schmidt-Erfurth (Int. J. Biomed. Imaging, 2016)

Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks. - Oscar Alfonso Jiménez del Toro; Henning Müller; Markus Krenn; Katharina Gruenberg; Abdel Aziz Taha; Marianne Winterstein; Ivan Eggel; Antonio Foncubierta-Rodríguez; Orcun Goksel; András Jakab; Georgios Kontokotsios; Georg Langs; et al. (IEEE Trans. Medical Imaging, 2016)

Ethical and Privacy Aspects of Using Medical Image Data. - Katharina Grünberg; András Jakab; Georg Langs; Tomas Salas Fernandez; Marianne Winterstein; Marc-André Weber; Markus Krenn; Oscar Alfonso Jiménez del Toro (Cloud-Based Benchmarking of Medical Image Analysis, 2017)

Annotating Medical Image Data. - Katharina Grünberg; Oscar Alfonso Jiménez del Toro; András Jakab; Georg Langs; Tomas Salas Fernandez; Marianne Winterstein; Marc-André Weber; Markus Krenn (Cloud-Based Benchmarking of Medical Image Analysis, 2017)

Datasets Created in VISCERAL. - Markus Krenn; Katharina Grünberg; Oscar Alfonso Jiménez del Toro; András Jakab; Tomàs Salas Fernandez; Marianne Winterstein; Marc-André Weber; Georg Langs (Cloud-Based Benchmarking of Medical Image Analysis, 2017)

Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark. - Oscar Alfonso Jiménez del Toro; Henning Müller; Antonio Foncubierta-Rodríguez; Georg Langs; Allan Hanbury (Cloud-Based Benchmarking of Medical Image Analysis, 2017)

Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery. - Thomas Schlegl; Philipp Seeböck; Sebastian M. Waldstein; Ursula Schmidt-Erfurth; Georg Langs (IPMI, 2017)

Multivariate Manifold Modelling of Functional Connectivity in Developing Language Networks. - Ernst Schwartz; Karl-Heinz Nenning; Gregor Kasprian; Anna-Lisa Schuler; Lisa Bartha-Doering; Georg Langs (IPMI, 2017)

Mapping Multi-Modal Routine Imaging Data to a Single Reference via Multiple Templates. - Johannes Hofmanninger; Bjoern H. Menze; Marc-André Weber; Georg Langs (DLMIA/ML-CDS@MICCAI, 2017)

Assessing Reorganisation of Functional Connectivity in the Infant Brain. - Roxane Licandro; Karl-Heinz Nenning; Ernst Schwartz; Kathrin Kollndorfer; Lisa Bartha-Doering; Hesheng Liu; Georg Langs (FIFI/OMIA@MICCAI, 2017)

Analysis of the three-dimensional anatomical variance of the distal radius using 3D shape models. - Sebastian F. Baumbach; Jakob Binder; Alexander Synek; Fabian G. Mück; Yan Chevalier; Ekkehard Euler; Georg Langs; Lukas Fischer 001 (BMC Medical Imaging, 2017)

Diffeomorphic functional brain surface alignment: Functional demons. - Karl-Heinz Nenning; Hesheng Liu; Satrajit S. Ghosh; Mert R. Sabuncu; Ernst Schwartz; Georg Langs (NeuroImage, 2017)

Segmentation of Skeleton and Organs in Whole-Body CT Images via Iterative Trilateration. - Marie Bieth; Loïc Peter; Stephan G. Nekolla; Matthias Eiber; Georg Langs; Markus Schwaiger; Bjoern H. Menze (IEEE Trans. Medical Imaging, 2017)

Predicting Macular Edema Recurrence from Spatio-Temporal Signatures in Optical Coherence Tomography Images. - Wolf-Dieter Vogl; Sebastian M. Waldstein; Bianca S. Gerendas; Ursula Schmidt-Erfurth; Georg Langs (IEEE Trans. Medical Imaging, 2017)

WGAN Latent Space Embeddings for Blast Identification in Childhood Acute Myeloid Leukaemia. - Roxane Licandro; Thomas Schlegl; Michael Reiter; Markus Diem; Michael N. Dworzak; Angela Schumich; Georg Langs; Martin Kampel (ICPR, 2018)

Predicting Future Bone Infiltration Patterns in Multiple Myeloma. - Roxane Licandro; Johannes Hofmanninger; Marc-André Weber; Björn H. Menze; Georg Langs (Patch-MI@MICCAI, 2018)

Detecting Bone Lesions in Multiple Myeloma Patients Using Transfer Learning. - Matthias Perkonigg; Johannes Hofmanninger; Björn H. Menze; Marc-André Weber; Georg Langs (DATRA/PIPPI@MICCAI, 2018)

Fully Automated Segmentation of Hyperreflective Foci in Optical Coherence Tomography Images. - Thomas Schlegl; Hrvoje Bogunovic; Sophie Klimscha; Philipp Seeböck; Amir Sadeghipour; Bianca S. Gerendas; Sebastian M. Waldstein; Georg Langs; Ursula Schmidt-Erfurth (CoRR, 2018)

Using Cyclegans for Effectively Reducing Image Variability Across OCT Devices and Improving Retinal Fluid Segmentation. - Philipp Seeböck; David Romo-Bucheli; Sebastian M. Waldstein; Hrvoje Bogunovic; José Ignacio Orlando; Bianca S. Gerendas; Georg Langs; Ursula Schmidt-Erfurth (ISBI, 2019)

Reproducibility of Functional Connectivity Estimates in Motion Corrected Fetal fMRI. - Daniel Sobotka; Roxane Licandro; Michael Ebner; Ernst Schwartz; Tom Vercauteren; Sébastien Ourselin; Gregor Kasprian; Daniela Prayer; Georg Langs (SUSI/PIPPI@MICCAI, 2019)

Quantifying Residual Motion Artifacts in Fetal fMRI Data. - Athena Taymourtash; Ernst Schwartz; Karl-Heinz Nenning; Daniel Sobotka; Mariana Diogo; Gregor Kasprian; Daniela Prayer; Georg Langs (SUSI/PIPPI@MICCAI, 2019)

Towards quantitative imaging biomarkers of tumor dissemination: A multi-scale parametric modeling of multiple myeloma. - Marie Piraud; Markus Wennmann; Laurent Kintzelé; Jens Hillengass; Ulrich Keller; Georg Langs; Marc-André Weber; Björn H. Menze (Medical Image Anal., 2019)

f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks. - Thomas Schlegl; Philipp Seeböck; Sebastian M. Waldstein; Georg Langs; Ursula Schmidt-Erfurth (Medical Image Anal., 2019)

Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data. - Philipp Seeböck; Sebastian M. Waldstein; Sophie Klimscha; Hrvoje Bogunovic; Thomas Schlegl; Bianca S. Gerendas; Rene Donner; Ursula Schmidt-Erfurth; Georg Langs (IEEE Trans. Medical Imaging, 2019)

Causability and explainability of artificial intelligence in medicine. - Andreas Holzinger; Georg Langs; Helmut Denk; Kurt Zatloukal; Heimo Müller (WIREs Data Mining Knowl. Discov., 2019)

Dynamic Memory to Alleviate Catastrophic Forgetting in Continuous Learning Settings. - Johannes Hofmanninger; Matthias Perkonigg; James A. Brink; Oleg S. Pianykh; Christian Herold; Georg Langs (MICCAI (2), 2020)

The effects of skin lesion segmentation on the performance of dermatoscopic image classification. - Amirreza Mahbod; Philipp Tschandl; Georg Langs; Rupert Ecker; Isabella Ellinger (Comput. Methods Programs Biomed., 2020)

Automatic lung segmentation in routine imaging is a data diversity problem, not a methodology problem. - Johannes Hofmanninger; Florian Prayer; Jeanny Pan; Sebastian Rohrich; Helmut Prosch; Georg Langs (CoRR, 2020)

Separation of target anatomical structure and occlusions in chest radiographs. - Johannes Hofmanninger; Sebastian Röhrich; Helmut Prosch; Georg Langs (CoRR, 2020)

Unsupervised deep clustering for predictive texture pattern discovery in medical images. - Matthias Perkonigg; Daniel Sobotka; Ahmed Ba-Ssalamah; Georg Langs (CoRR, 2020)

Joint embedding: A scalable alignment to compare individuals in a connectivity space. - Karl-Heinz Nenning; Ting Xu 001; Ernst Schwartz; Jesús Arroyo 001; Adelheid Woehrer; Alexandre R. Franco; Joshua T. Vogelstein; Daniel S. Margulies; Hesheng Liu; Jonathan Smallwood; Michael P. Milham; Georg Langs (NeuroImage, 2020)

Cross-species functional alignment reveals evolutionary hierarchy within the connectome. - Ting Xu 001; Karl-Heinz Nenning; Ernst Schwartz; Seok-Jun Hong; Joshua T. Vogelstein; Alexandros Goulas; Damien A. Fair; Charles E. Schroeder; Daniel S. Margulies; Jonny Smallwood; Michael P. Milham; Georg Langs (NeuroImage, 2020)

Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. - Philipp Seeböck; José Ignacio Orlando; Thomas Schlegl; Sebastian M. Waldstein; Hrvoje Bogunovic; Sophie Klimscha; Georg Langs; Ursula Schmidt-Erfurth (IEEE Trans. Medical Imaging, 2020)

Correction to "Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT". - Philipp Seeböck; José Ignacio Orlando; Thomas Schlegl; Sebastian M. Waldstein; Hrvoje Bogunovic; Sophie Klimscha; Georg Langs; Ursula Schmidt-Erfurth (IEEE Trans. Medical Imaging, 2020)

Keypoint Transfer for Fast Whole-Body Segmentation. - Christian Wachinger; Matthew Toews; Georg Langs; William M. Wells III; Polina Golland (IEEE Trans. Medical Imaging, 2020)

Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition. - Matthias Perkonigg; Johannes Hofmanninger; Georg Langs (IPMI, 2021)

Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI. - Lucas Fidon; Michael Aertsen; Nada Mufti; Thomas Deprest; Doaa Emam; Frédéric Guffens; Ernst Schwartz; Michael Ebner; Daniela Prayer; Gregor Kasprian; Anna L. David; Andrew Melbourne; et al. (UNSURE/PIPPI@MICCAI, 2021)

Pseudo-domains in imaging data improve prediction of future disease status in multi-center studies. - Matthias Perkonigg; Peter Mesenbrink; Alexander Goehler; Miljen Martic; Ahmed Ba-Ssalamah; Georg Langs (CoRR, 2021)

4D iterative reconstruction of brain fMRI in the moving fetus. - Athena Taymourtash; Hamza Kebiri; Sébastien Tourbier; Ernst Schwartz; Karl-Heinz Nenning; Roxane Licandro; Daniel Sobotka; Hélène Lajous; Priscille de Dumast; Meritxell Bach Cuadra; Georg Langs (CoRR, 2021)

Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics. - Matthias Perkonigg; Johannes Hofmanninger; Christian Herold; Helmut Prosch; Georg Langs (CoRR, 2021)

Identifying Phenotypic Concepts Discriminating Molecular Breast Cancer Sub-Types. - Christoph Fürböck; Matthias Perkonigg; Thomas Helbich; Katja Pinker; Valeria Romeo; Georg Langs (MICCAI (8), 2022)

Spatio-Temporal Motion Correction and Iterative Reconstruction of In-Utero Fetal fMRI. - Athena Taymourtash; Hamza Kebiri; Ernst Schwartz; Karl-Heinz Nenning; Sébastien Tourbier; Gregor Kasprian; Daniela Prayer; Meritxell Bach Cuadra; Georg Langs (MICCAI (6), 2022)

Fetal Brain Tissue Annotation and Segmentation Challenge Results. - Kelly Payette; Hongwei Li 004; Priscille de Dumast; Roxane Licandro; Hui Ji; Md Mahfuzur Rahman Siddiquee; Daguang Xu; Andriy Myronenko; Hao Liu; Yuchen Pei; Lisheng Wang; Ying Peng; et al. (CoRR, 2022)

Disentangling cortical functional connectivity strength and topography reveals divergent roles of genes and environment. - Bianca Burger; Karl-Heinz Nenning; Ernst Schwartz; Daniel S. Margulies; Alexandros Goulas; Hesheng Liu; Simon Neubauer; Justin Dauwels; Daniela Prayer; Georg Langs (NeuroImage, 2022)

Motion correction and volumetric reconstruction for fetal functional magnetic resonance imaging data. - Daniel Sobotka; Michael Ebner; Ernst Schwartz; Karl-Heinz Nenning; Athena Taymourtash; Tom Vercauteren; Sébastien Ourselin; Gregor Kasprian; Daniela Prayer; Georg Langs; Roxane Licandro (NeuroImage, 2022)

Predicting dynamic, motion-related changes in B0 field in the brain at a 7 T MRI using a subject-specific fine-tuned U-net. - Stanislav Motyka; Paul Weiser; Beáta Bachratá; Lukas Hingerl; Bernhard Strasser; Gilbert Hangel; Eva Niess; Dario Goranovic; Fabian Niess; Maxim Zaitsev; Simon Daniel Robinson; Georg Langs; et al. (CoRR, 2023)

Navigating the development challenges in creating complex data systems. - Sören Dittmer; Michael Roberts; Julian D. Gilbey; Ander Biguri; Ian Selby; Anna Breger; Matthew Thorpe; Jonathan R. Weir-McCall; Effrossyni Gkrania-Klotsas; Anna Korhonen; Emily R. Jefferson; Georg Langs; et al. (Nat. Mac. Intell., 2023)

Fetal brain tissue annotation and segmentation challenge results. - Kelly Payette; Hongwei Bran Li; Priscille de Dumast; Roxane Licandro; Hui Ji; Md Mahfuzur Rahman Siddiquee; Daguang Xu; Andriy Myronenko; Hao Liu; Yuchen Pei; Lisheng Wang; Ying Peng; et al. (Medical Image Anal., 2023)

Detection of Emerging Infectious Diseases in Lung CT Based on Spatial Anomaly Patterns. - Branko Mitic; Philipp Seeböck; Jennifer Straub; Helmut Prosch; Georg Langs (MLMI@MICCAI (2), 2024)

Rigid Single-Slice-in-Volume Registration via Rotation-Equivariant 2D/3D Feature Matching. - Stefan Brandstätter; Philipp Seeböck; Christoph Fürböck; Svitlana Pochepnia; Helmut Prosch; Georg Langs (WBIR, 2024)

Improving Vessel Segmentation with Multi-Task Learning and Auxiliary Data Available Only During Model Training. - Daniel Sobotka; Alexander Herold; Matthias Perkonigg; Lucian Beer; Nina Bastati; Alina Sablatnig; Ahmed Ba-Ssalamah; Georg Langs (Comput. Medical Imaging Graph., 2024)

WALINET: A water and lipid identification convolutional Neural Network for nuisance signal removal in 1H MR Spectroscopic Imaging. - Paul Weiser; Georg Langs; Stanislav Motyka; Wolfgang Bogner; Sébastien Courvoisier; Malte Hoffmann; Antoine Klauser; Ovidiu C. Andronesi (CoRR, 2024)

Identifying signatures of image phenotypes to track treatment response in liver disease. - Matthias Perkonigg; Nina Bastati; Ahmed Ba-Ssalamah; Peter Mesenbrink; Alexander Goehler; Miljen Martic; Xiaofei Zhou; Michael Trauner; Georg Langs (Artif. Intell. Medicine, 2025)

Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging. - Paul Weiser; Georg Langs; Wolfgang Bogner; Stanislav Motyka; Bernhard Strasser; Polina Golland; Nalini M. Singh; Jorg Dietrich; Erik Uhlmann; Tracy Batchelor; Daniel Cahill; Malte Hoffmann; et al. (NeuroImage, 2025)

Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg. - Ziyao Shang; Misha P. T. Kaandorp; Kelly Payette; Marina Fernandez Garcia; Roxane Licandro; Georg Langs; Jordina Aviles Verdera; Jana Hutter; Bjoern H. Menze; Gregor Kasprian; Meritxell Bach Cuadra; András Jakab (CoRR, 2025)

Cardiovascular disease classification using radiomics and geometric features from cardiac CT. - Ajay Mittal; Raghav Mehta; Omar Todd; Philipp Seeböck; Georg Langs; Ben Glocker (CoRR, 2025)

CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography. - Murong Xu; Tamaz Amiranashvili; Fernando Navarro; Maksym Fritsak; Ibrahim Ethem Hamamci; Suprosanna Shit; Bastian Wittmann; Sezgin Er; Sebastian M. Christ; Ezequiel de la Rosa; Julian Deseoe; Robert Graf; et al. (CoRR, 2025)

LesiOnTime - Joint Temporal and Clinical Modeling for Small Breast Lesion Segmentation in Longitudinal DCE-MRI. - Mohammed Kamran; Maria Bernathova; Raoul Varga; Christian F. Singer; Zsuzsanna Bago-Horvath; Thomas Helbich; Georg Langs; Philipp Seeböck (CoRR, 2025)

Semantic Mosaicing of Histo-Pathology Image Fragments using Visual Foundation Models. - Stefan Brandstätter; Maximilian Köller; Philipp Seeböck; Alissa Blessing; Felicitas Oberndorfer; Svitlana Pochepnia; Helmut Prosch; Georg Langs (CoRR, 2025)