publications

Papers  | Abstracts

2017

2016

2015

Conference proceedings
  • Marie Bieth, Rene Donner, Georg Langs, Markus Schwiger, Bjoern Menze. Anatomical triangulation: from sparse landmarks to dense annotation of the skeleton in CT images. in Proc. BMVC'15, 2015
  • A. Valentinitsch, L. Fischer, J. M. Patsch, J. Bauer, F. Kainberger, G. Langs, and M. DiFranco. Trabecular bone class mapping across resolutions: translating methods from hr-pqct to clinical CT. In SPIE Medical Imaging, pages 94131D–94131D. International Society for Optics and Photonics, 2015.
  • J. Hofmanninger and G. Langs. Mapping visual features to semantic profiles for retrieval in medical imaging. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 457–465, 2015.
  • J. Wu, S. M. Waldstein, B. S. Gerendas, G. Langs, C. Simader, and U. Schmidt-Erfurth. Automated retinal fovea type distinction in spectral-domain optical coherence tomography of retinal vein occlusion. In SPIE Medical Imaging, pages 94133D–94133D. International Society for Optics and Photonics, 2015.
  • A. Montuoro, C. Simader, G. Langs, and U. Schmidt-Erfurth. Rotation invariant eigenvessels and auto- context for retinal vessel detection. In SPIE Medical Imaging, pages 94131F–94131F. International Society for Optics and Photonics, 2015.
  • Karl-Heinz Nenning, Kathrin Kollndorfer, Veronika Schöpf, Daniela Prayer, and Georg Langs. Multi-Subject Manifold Alignment of Functional Network Structures via Joint Diagonalization paper.  in Advances in Information Processing in Medical Imaging, IPMI 2015.
  • T. Schlegl, S. M. Waldstein, W.-D. Vogl, U. Schmidt-Erfurth, G. Langs. Predicting Semantic Descriptions from Medical Images with Convolutional Neural Networks. in Advances in Information Processing in Medical Imaging, IPMI 2015.  [pdf]
  • Vogl WD, Waldstein SM, Gerendas BS, Simader C, Glodan AM, Podkowinski D, Schmidt-Erfurth U, Langs G. Spatio-Temporal Signatures to Predict Retinal Disease Recurrence. in Advances in Information Processing in Medical Imaging., IPMI 2015;24:152-63. PubMed PMID: 26221672.
  • Wachinger C, Toews M, Langs G, Wells W, Golland P. Keypoint Transfer Segmentationin Advances in Information Processing in Medical Imaging IPMI 2015;24:233-45. PubMed PMID: 26221677;
  • M. Krenn, M. Dorfer, O. A. Jiménez-del Toro, H. Müller, B. Menze, M.-A. Weber, A. Hanbury, and G. Langs. Creating a Large–Scale Silver Corpus from Multiple Algorithmic Segmentations. in MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data, MCV 2015,Springer, 2015 [pdf]

2014

  • Structure-Based Neuron Retrieval Across Drosophila Brains. F. Ganglberger, F. Schulze, L. Tirian, A. Novikov, B. Dickson, K. Bühler, G. Langs. in Neuroinformatics [paper]
  • A Spatio-Temporal Latent Atlas for Semi-Supervised Learning of Fetal Brain Segmentations and Morphological Age Estimation. E. Dittrich, T. Riklin-Raviv, G. Kasprian, R. Donner, P. C. Brugger, D. Prayer, G. Langs. in Medical Image Analysis 14(1), pp.9-21, 2014. [paper]
  • Gender effects and sexual-orientation impact on androstadienone-evoked behavior and neural processing. J. Krajnik, K. Kollndorfer, K.-H. Nenning, J.N. Lundström, V. Schöpf.  in Front Neurosci 2014 [pdf]
  • L. Fischer, A. Valentinitsch, M.D. DiFranco, C. Schller-Weidekamm, D. Kienzl, H. Resch, T. Gross, M. Weber, P. Jaksch, W. Klepetko, B. Zweytick, P. Pietschmann, F. Kainberger, G. Langs, J.M. Patsch. High- resolution peripheral quantitative computed tomography (HR-pQCT): Cortical porosity, poor trabecular bone microarchitecture and low bone strength in lung transplant recipients. Radiology 274 (2), 473–481. (DOI)
  • G. Langs, A. Sweet, D. Lashkari, Y. Tie, L. Rigolo, A. J. Golby, P. Golland. Decoupling Function and Anatomy in Atlases of Functional Connectivity Patterns: Language Mapping in Tumor Patients. to appear in NeuroImage 2014 [pdf]
  • V. Schöpf, T. Schlegl, A. Jakab, G. Kasprian, R. Woitek, D. Prayer and G. Langs. The Relationship Between Eye Movement and Vision Develops Before Birth. in Frontiers in Human Neuroscience [pdf].
  • Pavo N, Charwat S, Nyolczas N, Jakab A, Murlasits Z, Bergler-Klein J, Nikfardjam M, Benedek I, Benedek T, Pavo IJ, Gersh BJ, Huber K, Maurer G, Gyöngyösi M. (2014) Cell therapy for human ischemic heart diseases: Critical review and summary of the clinical experiences. Journal of Molecular and Cellular Cardiology 75C: 12-24.
  • Pavo N, Zimmermann M, Pils D, Mildner M, Petrási Z, Petneházy O, Fuzik J, Jakab A, Gabriel C, Sipos W, Maurer G, Gyöngyösi M, Ankersmit HJ. (2014) Long-acting beneficial effect of percutaneously intramyocardially delivered secretome of apoptotic peripheral blood cells on porcine chronic ischemic left ventricular dysfunction. Biomaterials 6:(1) 1-10.
  • Jakab A, Schwartz E, Kasprian G, Gruber GM, Prayer D, Schöpf V, Langs G.  (2014) Fetal functional imaging portrays heterogeneous development of emerging human brain networks. Frontiers in Human Neuroscience, (accepted manuscript doi: 10.3389/fnhum.2014.00852). 
  • Spisák T, Jakab A, Kis SA, Opposits G, Aranyi C, Berényi E, Emri M. (2014) Voxel-Wise Motion Artifacts in Population-Level Whole-Brain Connectivity Analysis of Resting-State fMRI. PLoS ONE 01/2014; 9(9):e104947.
  • B Menze, A Jakab, S Bauer, et al. (2014) The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Transactions in Medical Imaging (accepted manuscript in press).
  • Wengert GJ, Helbich TH, Vogl WD, Baltzer P, Langs G, Weber M, Bogner W, Gruber S, Trattnig S, Pinker K. 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. Invest Radiol. 2014 (in press)
Conference proceedings
  • Towards Automatic Bone Age Estimation from MRI: Localization of 3D Anatomical Landmarks. Thomas Ebner, Darko Stern, Rene Donner, Horst Bischof, Martin Urschler, In Proc. MICCAI'14, 2014
  • Over-Segmentation of 3D Medical Image Volumes based on Monogenic Cues. [pdf]  M. Holzer and R. Donner in Proceedings of the 19th Computer Vision Winter Workshop, 2014 pp.35-42
  • Longitudinal Alignment of Disease Progression in Fibrosing Interstitial Lung Disease. [pdf] Wolf-Dieter Vogl, Helmut Prosch, Christina Mueller-Mang, Ursula Schmidt-Erfurth, and Georg Langs. In Proc. MICCAI'14, 2014
  • Motion Artefact Correction in Retinal Optical Coherence Tomography using Local Symmetry. Alessio Montuoro, Jing Wu, Sebastian Waldstein, Bianca Gerendas, Georg Langs, Christian Simader, Ursula Schmidt-Erfurth. In Proc. MICCAI'14, 2014
  • A locally linear method for enforcing temporal smoothness in serial image registration. [pdf]  E. Schwartz, A. Jakab, G. Kasprian, L. Zoellei, and G. Langs. In Proc. of MICCAI STIA'14. LNCS 8682
  • Unsupervised pre-training across domains improves lung tissue classification. T. Schlegl, J. Ofner, G. Langs. In Proc. of MICCAI MCV'14, 2014 [pdf]
  • Stable Registration of Pathological 3D SD-OCT Scans using Retinal Vessels. Jing Wu, Bianca S. Gerendas, Sebastian M. Waldstein, Georg Langs, Christian Simader, and Ursula Schmidt-Erfurth. to appear in MICCAI Ophtalmic Medical Image Analysis Workshop 2014

2013

  • Advanced MRI techniques of the fetal brain. V. Schöpf, E. Dittrich, V. Berger-Kulemann, G. Kasprian, K. Kollndorfer, D. Prayer. Der Radiologe 2013, 53(2):136-140
  • Computational identification and quantification of trabecular microarchitecture classes by 3D texture analysis-based clustering. A. Valentinitsch, J. M. Patsch, A. J. Burghardt, T. M. Link, S. Majumdar, L. Fischer, C. Schueller-Weidekamm, H. Resch, F. Kainberger, G. Langs. In Press, Bone, 2013 (DOI)
  • Global Localization of 3D Anatomical Structures by Pre-filtered Hough Forests and Discrete Optimization. R. Donner, B. Menze, H. Bischof, G. Langs. Medical Image Analysis 2013. in press (DOI)
  • Multicenter precision of cortical and trabecular bone quality measures assessed by high-resolution peripheral quantitative computed tomography. A. J. Burghardt, J.-B. Pialat, G. J. Kazakia, S. Boutroy, K. Engelke, J. M. Patsch, A. Valentinitsch, D. Liu, E. Szabo, C. E. Bogado, et al. Journal of Bone and Mineral Research, 28(3):524–536, 2013.
Conference proceedings
  • Predicting Treatment Response from Resting State fMRI Data: Comparison of Parcellation Approaches. Satrajit Ghosh, Anisha Keshavan, Georg Langs. in Proc. of Pattern Recognition in Neuroimaging 2013, pp.225-228 [pdf]
  • Constructing an un-biased whole body atlas from clinical imaging data by fragment bundling. M. Dorfer, R. Donner, and G. Langs, in proceedings of Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013, pp. 219–226.
  • Visceral: Towards large data in medical imaging— challenges and directions. G. Langs, A. Hanbury, B. Menze, and H. Müller. In Medical Content-Based Retrieval for Clinical Decision Support 2012, pages 92–98. Springer Berlin Heidelberg, 2013.
  • A visual information retrieval system for radiology reports and the medical literature. D. Markonis, R. Donner, M. Holzer, T. Schlegl, S. Dungs, S. Kriewel, G. Langs, and H. Mueller. In Proc. of Conf. on MultiMedia Modeling, 2013
  • Cloud–based evaluation framework for big data. A. Hanbury, H. Müller, G. Langs, and B. H. Menze. In The Future Internet, pages 104–114. Springer Berlin Heidelberg, 2013.
  • Craddock C, Benhajali Y, Chu C, Chouinard F, Evans A, Jakab A, Khundrakpam BS, Lewis JD, Li Q, Milham M, Yan C and Bellec P (2013). The Neuro Bureau Preprocessing Initiative: open sharing of preprocessed neuroimaging data and derivatives. Front. Neuroinform. Conference Abstract: Neuroinformatics 2013. doi: 10.3389/conf.fninf.2013.09.00041
  • Khresmoi – multilingual semantic search of medical text and images. Niraj Aswani, Thomas Beckers, Erich Birngruber, Célia Boyer, Andreas Burner, Jakub Bystroň, Khalid Choukri, Sarah Cruchet,Hamish Cunningham, Jan Dědek, Ljiljana Dolamic, René Donner, Sebastian Dungs, Ivan Eggel, Antonio Foncubierta-Rodríguez,Norbert Fuhr, Adam Funk, Alba García Seco de Herrera, Arnaud Gaudinat, Georgi Georgiev, Julien Gobeill, Lorraine Goeuriot, Paz Gómez, Mark Greenwood, Manfred Gschwandtner, Allan Hanbury, Jan Hajič, Jaroslava Hlaváčová, Markus Holzer, Gareth Jones,Blanca Jordan, Matthias Jordan, Klemens Kaderk, Franz Kainberger, Liadh Kelly, Sascha Kriewel, Marlene Kritz, Georg Langs,Nolan Lawson, Dimitrios Markonis, Ivan Martinez, Vassil Momtchev, Alexandre Masselot, Hélène Mazo, Henning Müller, João Palotti, Pavel Pecina, Konstantin Pentchev, Deyan Peychev, Natalia Pletneva, Diana Pottecherc, Angus Roberts, Patrick Ruch,Alexander Sachs, Matthias Samwald, Priscille Schneller, Veronika Stefanov, Miguel A. Tinte, Zdeňka Urešová, Alejandro Vargasand Dina Vishnyakova. in Proceedings of MedInfo 2013, Copenhagen, Denmark, 2013

2012

  • Automated threshold-independent cortex segmentation by 3D-texture analysis of HR-pQCT scans. A. Valentinitsch, J. M. Patsch, J. Deutschmann, C. Schueller-Weidekamm, H. Resch, F. Kainberger, G. Langs. Bone. 2012 Sep 51(3):480-487.
  • A survey on visual information search behavior and requirements of radiologists. Dimitrios Markonis, Markus Holzer, Sebastian Dungs, Alejandro Vargas, Georg Langs, Sascha Kriewel, Henning Müller. to appear in Methods of Information in Medicine
  • Automated unsupervised multi‐parametric classification of adipose tissue depots in skeletal muscle. Valentinitsch, A., C Karampinos, D., Alizai, H., Subburaj, K., Kumar, D., M Link, T., & Majumdar, S. (2012). Journal of Magnetic Resonance Imaging.
Conference proceedings
  • Towards Predicting the Effects of Stent-Grafting on the Motion of the Thoracic Aorta. Schwartz, E. and Holfeld, J. and Czerny, M. and Loewe, C. and Langs, G.  Proceedings of the 2012 MICCAI Workshop on Computer Assisted Stenting (to appear)
  • Visualizing Changes in Vessel Wall Dynamics due to Stent-Grafting in the Aortic Arch. Schwartz, E. and Holfeld, J. and Czerny, M. and Loewe, C. and Langs, G.  Proceedings of the International Symposium on Biomedical Imaging 2012.
  • Mark Ison, Eva Dittrich, René Donner, Gregor Kasprian, Daniela Prayer, Georg Langs. Fully Automated Brain Extraction and Orientation in Raw Fetal MRI. In Proc of MICCAI 2012 Workshop on Perinatal and Paediatric Imaging.
  • René Donner, Georg Langs. Fast Anatomical Structure Localization Using Top-down Image Patch Regression. In Proc. of MICCAI 2012 Workshop on Medical Computer Vision.

2011

  • Atlas learning in fetal brain development. Eva Dittrich, Gregor Kasprian, Daniela Prayer, and Georg Langs. Topics in Magnetic Resonance Imaging: Fetal MRI (2011) 22(3): 107-111.
  • Detecting stable distributed patterns of brain activation using Gini contrast. Georg Langs, Bjoern H. Menze, Danial Lashkari, and Polina Golland. NeuroImage (2011) 56(2): 497-507.
  • The Prenatal Origin of Hemispheric Asymmetry: an In Utero Neuroimaging Study. Gregor Kasprian, Georg Langs, Peter C. Brugger, Mario Bittner, Michael Weber, Mavilde Arantes, Daniela Prayer.  In Cereb. Cortex (2011) 21(5): 1076-1083.
  • Learning Deformation and Structure Simultaneously: In Situ Endograft Deformation Analysis. Georg Langs, Nikos Paragios, Pascal Desgranges, Alain Rahmouni, Hicham Kobeiter. In Medical Image Analysis (2011), 15(1): 12-21
Conference proceedings
  • Texture Bags: Anomaly Retrieval in Medical Images based on Local 3D-Texture Similarity . Burner, A. and Donner, R. and Mayerhoefer, M. and Kainberger, F. and Langs G. Proceedings of the MICCAI 2011 Workshop on Medical Content-based Retrieval for Clinical Decision Support (MCBR-CDS 2011), Toronto, Canada.
  • Learning an Atlas of a Cognitive Process in Its Functional Geometry. Langs, G. and Lashkari, D. and Sweet, A. and Tie, Y. and Rigolo, L. and Golby, A. and Golland, P.  Information Processing in Medical Imaging 2011, pp.135-146
  • Learning a spatio-temporal latent atlas for fetal brain segmentation. E. Dittrich, T. Riklin-Raviv, G. Kasprian, P. Brugger, D. Prayer and G. Langs. Proceedings of the MICCAI 2011 Workshop on Image Analysis of Human Brain Development (IAHBD 2011), Toronto, Canada.
  • Superpixel-based Interest Points for Effective Bags of Visual Words Medical Image Retrieval. [pdf] [bib] Haas, S. and Donner, R. and Burner, A. and Holzer, M. and Langs G. Proceedings of the MICCAI 2011 Workshop on Medical Content-based Retrieval for Clinical Decision Support (MCBR-CDS 2011), Toronto, Canada.
  • Visualizing Changes in Vessel Wall Dynamics due to Stent-Grafting in the Aortic Arch. Schwartz, E. and Holfeld, J. and Czerny, M. and Loewe, C. and Langs, G.  Proceedings of the 2011 Workshop on Computing and Visualization for (Intra)Vascular Imaging.

2010

  • Automatic Image-Based Assessment of Lesion Development during Hemangioma Follow-Up Examinations. S. Zambanini, R. Sablatnig, H. Mayer, G. Langs. in Artificial Intelligence in Medicine 2010 50(2), October 2010, pp. 83-94
  • Generalized Sparse MRF Appearance Models. R. Donner, G. Langs, H. Wildenauer, H. Bischof. in Image and Vision Computing 28(6), June 2010, pp. 1031-1038
  • Automatic assessment of the knee alignment angle on full-limb radiographs. N. Fakhrai, P. Widhalm, C. Chiari, M. Weber, G Langs, R. Donner, H. Ringl, M. Jantsch, and P. Peloschek. Eur J Radiol, 74(1) April 2010, pp. 236-240
Conference proceedings
  • Evaluating deformation patterns of the thoracic aorta in gated CTA sequences E. Schwartz, R. Gottardi, J. Holfeld, C. Loewe, M. Czerny, G. Langs. Proceedings of the International Symposium on Biomedical Imaging 2010.

2009

  • Automatic Quantification of Joint Space Narrowing and Erosions in Rheumatoid Arthritis G. Langs, P. Peloschek, H. Bischof, F. Kainberger. in IEEE Transactions on Medical Imaging 28(1):151-164. 2009, PMID:19116197
  • Sharp JT, Angwin J, Boers M, Duryea J, Finckh A, Hall JR, Kauffman JA, Landewa R, Langs G, Lukas C, Moens HJ, Peloschek P, Strand CV, van der Heijde D. Multiple computer-based methods of measuring joint space width can discriminate between treatment arms in the COBRA trial - Update of an ongoing OMERACT project. J Rheumatol. 2009 Aug;36(8):1825-8.
  • Quantifying disease activity and damage by imaging in rheumatoid arthritis and osteoarthritis. Kubassova O, Boesen M, Peloschek P, Langs G, Cimmino MA, Bliddal H, Torp-Pedersen S. Ann N Y Acad Sci. 2009 Feb;1154:207-38, PMID:19250239
  • Diffusion-weighted imaging for the follow-up of patients after matrix-associated autologous chondrocyte transplantation. Friedrich KM, Mamisch TC, Plank C, Langs G, Marlovits S, Salomonowitz E, Trattnig S, Welsch G. European Journal of Radiology. Jan 2009, PMID:19181469
  • Computational radiology in skeletal radiography. P. Peloschek, S. Nemec, P. Widhalm, R. Donner, E. Birngruber, H. Thodberg, F. Kainberger, G. Langs. European Journal of Radiology, Volume 72, Issue 2, Pages 252-257, 2009, PMID 
  • Multiple computer-based methods of measuring joint space width can discriminate between treatment arms in the COBRA trial -- Update of an ongoing OMERACT project. Sharp JT, Angwin J, Boers M, Duryea J, Finckh A, Hall JR, Kauffman JA, Landewa R, Langs G, Lukas C, Moens HJ, Peloschek P, Strand CV, van der Heijde D. J Rheumatol. 2009 Aug;36(8):1825-8. PMID: 19671820
  • Assessement of rheumatic diseases with computational radiology: current status and future potential. Peloschek P, Boesen M, Donner R, Kubassova O, Birngruber E, Patsch J, Mayerhöfer M, Langs G. Eur J Radiol. 2009 Aug;71(2):211-6. Epub 2009 May 19.

 

Conference proceedings

 

  • Automatic Region Template Generation for Shape Particle Filtering based Image Segmentation [pdf] L. Fischer, R. Donner, F. Kainberger, G. Langs. Proceedings of the MICCAI 2009 Workshop on Probabilistic Models for Medical Image Analysis (PMMIA 2009), 289-300, 2009.
  • Detection of Capillary Vessels in Optical Coherence Tomography Based on a Probabilistic Kernel [pdf] E. Dittrich, R. Neji, T. Schmoll, S. Schriefl, C. Ahlers, R. A. Leitgeb, G. Langs. Medical Image Understanding and Analysis (MIUA 2009), 37-41, 2009. Best Presentation Award
  • Segmentation and Deformation Analysis of the Aorta in Gated CTA sequences in a MDL Framework E. Schwartz, G. Langs, J. Holfeld, R. Gottardi, C. Loewe, P. Peloschek, M. Czerny Medical Image Understanding and Analysis (MIUA 2009), 27-32, 2009. Best Paper Award

 

2008

  • Automated measurement of joint space width in small joints of patients with rheumatoid arthritis. C. Lukas, J. Sharp, J. Angwin, M. Boers, J. Duryea, J. Hall, J. Kauffman, R. Landewe, G. Langs, H. Bernelot Moens, P. Peloschek, and D. van der Heijde. Journal of Rheumatology, 35(7):1288-1293, 2008. PMID:18597408
  • Measurement instead of scoring in rheumatology : New quantitative imaging and processing methods in radiology P. Peloschek, C. Mueller-Mang, K. Friedrich, G. Langs, R. Donner, A. Valentinitsch, F. Kainberger. in Z Rheumatol 2008 Feb;67(1):51-7, PMID:18224328
Conference proceedings
  • Task-Specific Functional Brain Geometry from Model Maps Georg Langs, Dimitris Samaras, Nikos Paragios, Jean Honorio, Elly Alia-Klein, Dardo Tomasi, Nora D. Volkow, Rita Goldstein. to appear in Proc. of MICCAI'08, 2008
  • Modeling the Structure of Multivariate Manifolds: Shape Maps [pdf] [poster] [code] Georg Langs, Nikos Paragios. in Proc. of IEEE CVPR'08, 2008 
  • Sparsity, Redundancy and Optimal Image Support towards Knowledge-based Segmentation Salma Essafi, Georg Langs, Nikos Paragios. in Proc. of IEEE CVPR'08, 2008
  • Estimation of Fit Confidence in Active Shape Model Search for the Reliable Measurement of Knee Alignment Peter Widhalm, Georg Langs, René Donner, Negar Fakhrai,  Philipp Peloschek, Robert Sablatnig. in Proc. of AAPR'08, 2008
  • Group-wise MDL based registration of small animals in video sequences Yuan Han, Georg Langs, Nikos Paragios. in Proc. of IEEE ISBI'08, 2008

2007

  • Model-Based Erosion Spotting and Visualization in Rheumatoid Arthritis G. Langs, P. Peloschek, H. Bischof, F. Kainberger. in Academic Radiology, 2007 Oct;14(10):1179-88, PMID:17889335
  • An automatic model-based system for joint space measurements on hand radiographs: initial experience abstract+pdf Philipp Peloschek, Georg Langs, Michael Weber, Johannes Sailer, Michael Reisegger, Herwig Imhof, Horst Bischof, Franz Kainberger.  in Radiology 2007 Dec;245(3):855-62
  • Multiple Appearance Models abstract+pdf Georg Langs, Philipp Peloschek, Rene Donner, Horst Bischof. in Pattern Recognition 40(9), p.2485-2495, Sep. 2007
  • Computer based methods for measurement of joint space width: Update of an Ongoing OMERACT Project [pdf], John T. Sharp, Jane Angwin, Maarten Boers, Jeff Duryea, Gabriele von Ingersleben, James R. Hall, Joost A. Kauffman, Robert Landewe, Georg Langs, Cedric Lukas, Jean-Francis Maillefert, H. J. Bernelot Moens, Philipp Peloschek, Vibeke Strand and Desiree van der Heijde, in JournalofRheumatology, 34, 2007, pp. 874-883,  PMID:17407243
Conference proceedings
  • Robust Autonomous Model Learning from 2D and 3D Data [pdf]Georg Langs, Rene Donner, Philipp Peloschek, Horst Bischof in Proc. of MICCAI 07, Lecture Notes in Computer Science, LNCS 4791 pp.968-976, 2007, PMID:18051152
  • Motion Analysis of Endovacular Stent-Grafts by MDL Based Registration  abstract [pdf] Georg Langs, Nikos Paragios, Rene Donner, Alain Rahmouni, Hicham Kobeiter in Proceedings of MMBIA 07, 2007
  • Sparse MRF Appearance Models for Fast Anatomical Structure Localisation [pdf] Rene Donner, Branislav Micusik, Georg Langs, Horst Bischof in Proceedings of BMVC 07, 2007 Best Scientific Paper Prize
  • Object Localization based on Markov Random Fields and Symmetry Interest Points Rene Donner, Branislav Micusik, Georg Langs, Lech Szumilas,  Philipp Peloschek, Klaus Friedrich, Horst Bischof in Proceedings of MICCAI 07, Lecture Notes in Computer Science, LNCS 4792 pp.460-468, 2007,  PMID:18044601
  • Local Image Structure Detection with Orientation-invariant Radial Configuration Lech Szumilas, Rene Donner, Georg Langs, Allan Hanbury. in Proceedings of IEEE International Conference on Computer Vision and Recognition CVPR 2007
  • Automatic Robust Registration of Cutaneous Hemangiomas for Follow-up Examinations  Sebastian Zambanini, Georg Langs, Robert Sablatnig and Harald Maier, in Proc. of the 31st annual workshop of the Austrian Association for Pattern Recognition (OAGM/AAPR), pages 121-128, 2007

2006

  • Computer assisted radiological diagnostics of arthritic joint alterations F. Kainberger, G. Langs, P. Peloschek, T. Schlager,C. Schueller-Weidekamm, A. Valentinitsch, ZRheumatol 65(8), pp.676-80. 2006, PMID:17171394
  • Fast Active Appearance Model Search Using Canonical Correlation Analysis [abstract+pdf] Rene Donner, Michael Reiter, Georg Langs, Philipp Peloschek, Horst Bischof. in IEEE PAMI Transactions on Pattern Analysis and Machine Intelligence, Oct 2006, 28(10): pp. 1690-1694, PMID:16986548
  • Quantitative imaging in rheumatoid arthritis: from scoring to measurement Philipp Peloschek, Georg Langs, Alexander Valentinitsch, Mile Bubalo, Thomas Schlager, C.  Mueller-Mang, Franz Kainberger in Der Radiologe May 2006 46(5):411-416, PMID:16670915
Conference proceedings
  • Active Feature Models [pdf] Georg Langs, Philipp Peloschek, Rene Donner, Michael Reiter, Horst Bischof. in Proceedings of International Conference on Pattern Recognition ICPR 2006, Vol. 1, pp.417-420.
  • 3D and Infrared Face Reconstruction from RGB Data Using Canonical Correlation Analysis [pdf] Michael Reiter, Rene Donner, Georg Langs, Horst Bischof. in Proceedings of International Conference on Pattern Recognition ICPR 2006, Vol. 1, pp.425-428.
  • Automatic Surveying of Cutaneous Hemangiomas'' [pdf] Sebastian Zambanini, Georg Langs, Robert Sablatnig, Peter Donath, Harald Maier, in Proceedings of International Conference on Pattern Recognition ICPR 2006, Vol. 1, pp.1022-1025.
  • Estimation of Face Depth Maps from Color Textures using Canonical Correlation Analysis Michael Reiter, Rene Donner, Georg Langs, Horst Bischof. in Proceedings of Computer Vision Winter Workshop CVWW 2006 pp.17-21.
  • Predicting Near Infrared Face Texture from Color Face Images using Canonical Correlation Analysis Michael Reiter, Rene Donner, Georg Langs, Horst Bischof. in Proceedings of the Workshop of Austrian Association for Pattern recognition AAPR 2006, pp. 161-168

2005

  • Vision pyramids that do not grow to high [pdf] Walter G. Kropatsch, Yll Haxhimusa, Zygmunt Pizlo, and Georg Langs in Pattern Recognition Letters 26(3), Feb 2005 pp.319-338
Conference proceedings
  • A Clique of Active Appearance Models by Minimum Description Length [pdf] Georg Langs, Philipp Peloschek, Rene Donner, Horst Bischof, in Proceedings of British Machine Vision Converence BMVC 2005, Oxford, UK, Vol. 2, pp.859-868
  • Optimal Sub-Shape Models by Minimum Description Length [pdf] Georg Langs, Philipp Peloschek, Horst Bischof, in Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2005, San Diego, USA, Vol. 2, pp.310-315
  • A Robust Matching Algorithm for Active Appearance Models Reinhard Beichel, Horst Bischof, Georg Langs, Milan Sonka in Bildverarbeitung fuer die Medizin 2005, Springer Verlag
  • MDL-based Splitting of PCA Models Georg Langs, Philipp Peloschek, Horst Bischof in Proceedings of Computer Vision Winter Workshop CVWW 2005 , pp.13-22
  • Segmentation and Surveying of Cutaneous Hemangiomas Sebastian Zambanini, Georg Langs, Robert Sablatnig,  in Proceedings of Computer Vision Winter Workshop CVWW 2005 , pp.103-112

2004

  • Differential diagnosis of rheumatic diseases using conventional radiography F. Kainberger, P. Peloschek, G. Langs, K. Boegl, H. Bischof, in Best Practice & Research in Clinical Rheumatology. Dec 2004, 18(6):783-811. (Elsevier), PMID:15501183
Conference proceedings
  • Building and Registering Parameterized 3D Models of Vessel Trees for Visualization during Intervention [pdf] Georg Langs, Petia Radeva, David Rotger, Francesc Carreras in Proceedings of the IEEE International Conference on Pattern Recognition ICPR 2004, Cambridge, UK Vol. 3, pp.726-729
  • Explorative Building of 3D Vessel Tree Models [pdf] Georg Langs, Petia Radeva, Francesc Carrerasin Proceedings of the of the 28th Workshop of the Austrian Association of Pattern Recognition, AAPR 2004, Hagenberg, Austria, pp.117 - 124, OCG Schriftenreihe Band 179 *Best Paper Award*

2003

  • Stroke Boundary Analysis for Identification of Drawing Tools Paul Kammerer, Georg Langs, Robert Sablatnig, Ernestine Zolda, in Proceedings of 8th Iberoamerican Congress on Patter Recogntion
  • Computer aided diagnosis (CAD) in rheumatoid arthritis : automated joint localization, estimation of the bone contour and consecutive detection of defects of the bone contour in metacarpal bones P.L. Peloschek, G. Langs, H. Bischof, F. Kainberger, W. Kropatsch, H. Imhof in Proceedings of the Annual Meeting of the Radiological Society of North America RSNA 2003
  • Determining Position and Fine Shape Detail in Radiological Anatomy Georg Langs, Philipp Peloschek, Horst Bischof, in Proceedings of 25th Pattern Recognition Symposion, DAGM 2003, Magdeburg, Germany, pp.232-239, Lecture Notes in Computer Science, LNCS2781, Springer Verlag
  • Stroke Segmentation in Infrared Reflectogramms Paul Kammerer, Georg Langs, Robert Sablatnig, Ernestine Zolda, in Proceedings of 13th Scandinavian Conference on Image Analysis, SCIA 2003, Goeteborg, Sweden, pp.1138-1145, Lecture Notes in Computer Science, LNCS2749, Springer Verlag
  • ASM Driven Snakes in Rheumatoid Arthritis Assessment Georg Langs, Philipp Peloschek, Horst Bischof, in Proceedings of 13th Scandinavian Conference on Image Analysis, SCIA 2003, Goeteborg, Sweden, pp.454-461, Lecture Notes in Computer Science, LNCS2749, Springer Verlag
  • Development of a system for computer aided diagnosis (CAD) in rheumatoid arthritis 1. Automated joint localization in hand radiographs, 2. Automated accurate estimation of the bony contour of metacarpal bones, 3. Automated delineation of defects of the bony contour of metacarpal bones P.L. Peloschek, G. Langs, H. Bischof, F. Kainberger,W. Kropatsch, H. Imhof, in European Society of Muscoloskeletal Radiology Meeting ESSR 2003, Aarhus, Denmark
  • Locating Joints in Hand Radiographs - Towards Automated Radiograph Analysis in Rheumathoid Arthritis Therapy Georg Langs, Philipp Peloschek, Horst Bischof, in Proceedings of Computer Vision Winter Workshop CVWW 2003, Valtice, Czech Republic, pp.97-102

Abstracts and talks

2014
  • Atlas-based Correlation of local Trabecular Directionality and Deformation with Serum Markers of Bone Turnover in Lung Transplant Recipients in a Longitudinal Setting
    L. Fischer, A. Valentintisch, T. Gross, D. Kienzl, C. Schueller-Weidekamm, F. Kainberger, J. M. Patsch, G. Langs, M. D. DiFranco.
    Annual Meeting of the American Society for Bone and Mineral Research (ASBMR 2014), Houston - USA, 2014.
  • Clinical Applicability of Trabecular Microarchitecture Class (TMAC) Assessement using Multi-Detector Comptuted Tomography
    A. Valentinitsch, L. Fischer, G. Gruber, J. M. Patsch, J. Bauer, F. Kainberger, G. Langs, M. DiFranco.
    Annual Meeting of the American Society for Bone and Mineral Research (ASBMR 2014), Houston - USA, 2014.
  • Cortical and trabecular bone microarchitecture after severe burn injury
    C. Muschitz, G. K. Muschitz, R. Kocijan, G. Ihra, H. Resch, L. Fischer, T. Rath.
    Annual Meeting of the American Society for Bone and Mineral Research (ASBMR 2014), Houston - USA, 2014.
  • High Cortico -Trabecular Junctional Zone Porosity and Reduced Trabecular Density in Persons with Stress Fractures
    A. Zendeli, C. Muschitz, M. Bui, L. Fischer, W. Schima, F. Lomoschitz, N. Laimer, A. Ghasem-Zadeh, R. Zebaze, E. Seeman.
    Annual Meeting of the American Society for Bone and Mineral Research (ASBMR 2014), Houston - USA, 2014.
  • Non-invasive assessment of longitudinal changes in bone microarchitecture and bone strength over eighteen months in lung transplant recipients using high-resolution peripheral quantitative computed tomography (HR-pQCT)
    D. Kienzl, L. Fischer, T. Gross, M. D. DiFranco, M. Weber, A. Valentinitsch, P. Jaksch, W. Klepetko, R. Marculescu, P. Pietschmann, C. Schueller-Weidekamm, F. Kainberger, G. Langs, J. M. Patsch.
    Annual Meeting of the American Society for Bone and Mineral Research (ASBMR 2014), Houston - USA, 2014.
  • Effects of recent lung transplantation on cortical and trabecular microarchitecture and bone strength in men and women. L. Fischer, A. Valentinitsch, M. D. DiFranco, C. Schueller-Weidekamm, D. Kienzl, T. Gross, F. Kainberger, G. Langs, J. M. Patsch. European Congress of Radiology (ECR 2014), Vienna - Austria, 2014.
  • Denoising of HRpQCT Scans via Dicitionary Learning for Improved Spatio-temporal Morphometry Analysis. M. D. DiFranco, A. Valentinitsch, L. Fischer, C. Schueller-Weidekamm, F. Kainberger, G. Langs. European Congress of Radiology (ECR 2014), Vienna - Austria, 2014.
2013
  • Impaired Cortical and Trabecular Bone Microarchitecture in Female and Male Lung Transplant Recipients. A. Valentinitsch, L. Fischer, M. D. DiFranco, C. Schueller-Weidekamm, F. Kainberger, G. Langs, J. M. Patsch. Annual Meeting of the Radiological Society of North America (RSNA 2013), Chicago - USA, 2013.
  • Trabecular microarchitecture class (TMAC) quantification method detects differences in patients with rapid secondary bone loss following lung transplantation. A. Valentinitsch, L. Fischer, M. D. DiFranco, C. Schueller-Weidekamm, F. Kainberger, G. Langs, J. M. Patsch. Annual Meeting of the American Society for Bone and Mineral Research (ASBMR 2013), Baltimore - USA, 2013.
  • Sub-compartmental Bone Morphometry Analysis in Longitudinal HRpQCT Scans with Application to Chronic Kidney Disease. M. D. DiFranco, L. Fischer, A. Valentinitsch, F. Kainberger, G. Langs, J. M. Patsch, T. Nickolas. Annual Meeting of the American Society for Bone and Mineral Research (ASBMR 2013), Baltimore - USA, 2013.
  • Reproducibility of cortical measures assessed with the threshold independent segmentation tool (TIST) in HR-pQCT images. A. Valentinitsch, L. Fischer, M. Difranco, J. M. Patsch, G. M. Gruber, F. Kainberger, G. Langs. European Society of Musculoskeletal Radiology Meeting (ESSR 2013), Marbella - Spain, 2013.
  • Evaluation of cortical bone density and microarchitecture of lung transplant recipients by HR-pQCT. L. Fischer, A. Valentinitsch, M. D. DiFranco, C. Schueller-Weidekamm, B. Zweytick, F. Kainberger, G. Langs, J. M. Patsch. European Society of Musculoskeletal Radiology Meeting (ESSR 2013), Marbella - Spain, 2013.
  • Computational Quantification of Trabecular Microarchitecture Classes by 3-D Texture Analysis-based Clustering. A. Valentinitsch, J. M. Patsch, A. Burghardt, T. Link, S. Majumdar, L. Fischer, C. Schueller-Weidekamm, H. Resch, F. Kainberger, G. Langs. European Congress on Osteoporosis and Osteoarthritis (ECCEO 2013), Rome - Italy, 2013.
  • Cortical and Trabecular Alterations in Patients with Bone Marrow Edema of the Lower Limb. A. Zendeli, C. Muschitz, R. Kocijan, L. Fischer, D. Sueß, H. Resch. European Congress on Osteoporosis and Osteoarthritis (ECCEO 2013), Rome - Italy, 2013 | European Calcified Tissue Society Meeting (ECTS 2013), Lisbon - Portugal, 2013.
  • Spatiotemporal morphometry (STM) in longitudinal HR-pQCT imaging - Preliminary data from patients with rapid bone loss. L. Fischer, A. Valentinitsch, B. Zweytick, C. Schueller-Weidekamm, F. Kainberger, J. Patsch, G. Langs. European Congress of Radiology (ECR 2013), Vienna - Austria, 2013.
2012
  • Correlation of Osteoporosis Blood Markers and Trabecular Reorganization in Lung Transplant Patients with severe Osteoporosis Risk. L. Fischer, J. Patsch, B. Zweytick, C. Schueller-Weidekamm, A. Valentinitsch, F. Kainberger, G. Langs. Annual Meeting of the Radiological Society of North America (RSNA 2012), Chicago - USA, 2012.
  • Non-invasive imaging of human bone turnover - A longitudinal pilot study in lung transplant recipients with severe bone loss. L. Fischer, A. Valentinitsch, B. Zweytick, C. Schueller-Weidekamm, P. Pietschmann, F. Kainberger, G. Langs, J. M. Patsch. Annual Meeting of the American Society for Bone and Mineral Research (ASBMR 2012), Minneapolis - USA, 2012.
  • Computational Trabecular Microarchitecture Quantification with 3D texture analysis as a Marker to Differentiate Postmenopausal Women with and without Fractures. A. Valentinitsch, J. M. Patsch, A. Burghardt, T. Link, S. Majumdar, L. Fischer, C. Schueller-Weidekamm, H. Resch, F. Kainberger, G. Langs. Annual Meeting of the American Society for Bone and Mineral Research (ASBMR 2012), Minneapolis - USA, 2012. Bone Strength Working Group at ASBMR 2012.
  • Evaluation of peripheral bone density and microarchitecture of lung transplant recipients by HR-pQCT. L. Fischer, A. Valentinitsch, C. Schueller-Weidekamm, B. Zweytick, F. Kainberger, G. Langs, J. M. Patsch. European Society of Musculoskeletal Radiology Meeting (ESSR 2012), Innsbruck - Austria, 2012.
  • Trabecular Direction and Deformation Distribution in Lung Transplant Patients with severe Osteoporosis Risk. L. Fischer, J. Patsch, B. Zweytick, C. Schueller-Weidekamm, A. Valentinitsch, F. Kainberger, G. Langs. European Congress of Radiology (ECR 2012), Vienna - Austria, 2012.
2011
  • Introduction of a Novel Computerized Quantitative MR-based Breast Density Measurement System Using the Dixon Sequence. Katja Pinker, Stephan Gruber, Wolfgang Bogner, Hubert Bickel, Heinrich Magometschnigg, Thomas Helbich, Benedikt Brack, Andreas Burner. Accepted talk RSNA 2011, Chicago, USA.
  • Correlation of Computerized Quantitative MR Breast Density Measurements with Standard Qualitative ACR BIRADS Classification. Katja Pinker, Stephan Gruber, Melanie Schernthaner, Hubert Bickel, Wolfgang Bogner, Thomas Helbich, Andreas Burner. Accepted talk RSNA 2011, Chicago, USA.
  • Fetal Brain Segmentation Based on a Spatio-temporal Latent Atlas. E. Dittrich, T. Riklin-Raviv, G. Kasprian, P. Brugger, D. Prayer and G. Langs. Accepted talk RSNA 2011, Chicago, USA.
  • Using eye tracking on a clinical viewing station to help investigating radiologist's image search requirements. Sebastian Dung, Markus Holzer, Dimitris Markonis, Geors Langs, Sascha Kriewel, Henning Müller. Accepted talk RSNA 2011, Chicago, USA.
  • Quantification of trabecular dynamics in HRpQCT images of lung transplant patients using optical flow techniques. L. Fischer, A. Valentinitsch, J. Deutschmann, C. Schueller-Weidekamm, B. Zweytick, C. Aigner, B. Jaradat, G. Langs, F. Kainberger, J. Patsch. European Society of Musculoskeletal Radiology Meeting (ESSR 2011), Crete - Greece, 2011.
  • Measuring in-vivo foetal cortical surface development. G. Langs, G. Kasprian, E. Dittrich, M. Bittner, P.C. Brugger, D. Prayer. Accepted talk European Congress of Radiology (ECR 2011), Vienna - Austria, 2011.
  • Separation of cortical and cancellous bone by 3D-texture-based analysis: a novel approach of threshold-independent calculation of cortical thickness. A. Valentinitsch, J. Patsch, J. Deutschmann, L. Fischer, G. Langs, F. Kainberger. European Congress of Radiology (ECR 2011), Vienna - Austria, 2011.
  • Comparison of high-resolution peripheral quantitative CT and micro-CT for the assessment of bone microstructure. J. H. Deutschmann, J. Patsch, A. Valentinitsch, H. Resch, M. Mousavi, G. Weber, C. Schueller-Weidekamm, F. Kainberger. European Congress of Radiology (ECR 2011), Vienna - Austria, 2011.
  • Visible gradient changes in trabecular microstructure of the distal radius. L. Fischer, J. Patsch, J. Deutschmann, A. Valentinitsch, G. Langs, F. Kainberger. European Congress of Radiology (ECR 2011), Vienna - Austria, 2011.
  • Adaptive robust vessel segmentation in noisy tomography data. E. Dittrich, T. Schmoll, R.A. Leitgeb, G. Langs. Accepted poster European Congress of Radiology (ECR 2011), Vienna - Austria, 2011.
  • Improving active shape model (ASM) segmentation of rheumatoid hand radiographs through classification-based refinement. W. Lang, R. Donner, P. Peloschek, F. Kainberger, G. Langs. Accepted poster European Congress of Radiology (ECR 2011), Vienna - Austria, 2011.
  • Automated assessment of the influences of supra-aortic vessel transposition followed by stent-grafting onto the movement of the aortic arch: results on two exemplary cases. E. Schwartz, R. Gottardi, J. Holfeld, C. Loewe, M. Czerny, G. Langs. Accepted poster European Congress of Radiology (ECR 2011), Vienna - Austria, 2011.
  • First experiences with a new, needle-based CR mammography system: evaluation of image quality and dose levels compared to a highly-sensitive screen-film system and currently available CR- and DR-systems. P. L. Peloschek, G. Langs, F. Semturs. Accepted poster European Congress of Radiology (ECR 2011), Vienna - Austria, 2011.
  • Mirror visual feedback therapy for phantom pain: changes in functional connectivity patterns. K.-H. Nenning, G. Kasprian, S. Seidel, J. Furtner, V. Schöpf, D. Prayer, G. Langs. Accepted poster European Congress of Radiology (ECR 2011), Vienna - Austria, 2011.
2010
  • Quantification of gradient changes in trabecular microstructure of the distal radius. L. Fischer, J. Patsch, J. Deutschmann, A. Valentinitsch, C. Schueller-Weidekamm, G. Langs, F. Kainberger. ÖGEKM wissenschaftliche Herbsttagung, Vienna - Austria, 2010.
  • Improved Shape Particle Filters for Radiological Image Segmentation (abstract) L. Fischer, R. Donner, F. Kainberger, G. Langs. European Society of Musculoskeletal Radiology Meeting (ESSR 2010), Lille - France, 2010.
  • Texture analysis in quantitative osteoporosis assessment: Measuring microarchitecture changes due to osteoporosis. A. Valentinitsch, J. Patsch, D. Müller, F. Kainberger, G. Langs. Accepted talk European Congress of Radiology (ECR 2010), Vienna - Austria, 2010, DOI:10.1594/ecr2010/B-521.
  • Measuring the change in vessel movement induced by aortic arch repair. E. Schwartz, G. Langs, R. Gottardi, M. Czerny, J. Holfeld, P. Peloschek, C. Loewe. Accepted talk European Congress of Radiology (ECR 2010), Vienna - Austria, 2010, DOI:10.1594/ecr2010/B-335.
  • Towards Automatic Medical Image Segmentation using Shape Particle Filters (abstract) L. Fischer, R. Donner, F. Kainberger, G. Langs. European Congress of Radiology (ECR 2010), Vienna - Austria, 2010, DOI:10.1594/ecr2010/B-566.
  • Ultra-High Speed Ultra-High Resolution Retinal Tomography at 160.000Hz Without Adaptive Optics T. Schmoll, E. Dittrich, S. Schriefl, C. Ahlers, U. Schmidt-Erfurth, G. Langs, R.A. Leitgeb. Abstract at the International Society for Imaging in the Eye Meeting, San Francisco, May 2010.
2004
  • Concept of a fully automated web-based scoring system for destructive changes by rheumatoid arthritis - RheumaCoachCAD P.L. Peloschek, G. Langs, H. Bischof, W.G. Kropatsch, H. Imhof, F.M. Kainberger European Society of Muscoloskeletal Radiology Meeting ESSR 2004.
2003
  • Automated radiological quantification of hand lesions in rheumatoid arthritis: Accuracy and precision of joint localization P. L. Peloschek, G. Langs, H. Bischof, F. Kainberger, C. Krestan, M. Uffmann, H. Imhof, in European Congress of Radiology, ECR 2003, Vienna, Austria in European Radiology 13 (suppl. 1) 2003, p. 201.