Publications by authors named "Georg Langs"

99Publications

How does Radiomics actually work? - Review.

Rofo 2020 Dec 2. Epub 2020 Dec 2.

Department of Biomedical Imaging and Image-guided Therapy, Computational Imaging Research Lab, Medical University of Vienna, Wien, Austria.

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http://dx.doi.org/10.1055/a-1293-8953DOI Listing
December 2020

Cross-species functional alignment reveals evolutionary hierarchy within the connectome.

Neuroimage 2020 Dec 9;223:117346. Epub 2020 Sep 9.

Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Austria; Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA.

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http://dx.doi.org/10.1016/j.neuroimage.2020.117346DOI Listing
December 2020

Variability of computed tomography radiomics features of fibrosing interstitial lung disease: A test-retest study.

Methods 2020 Sep 4. Epub 2020 Sep 4.

Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.

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http://dx.doi.org/10.1016/j.ymeth.2020.08.007DOI Listing
September 2020

The effects of skin lesion segmentation on the performance of dermatoscopic image classification.

Comput Methods Programs Biomed 2020 Dec 26;197:105725. Epub 2020 Aug 26.

Institute for Pathophysiology and Allergy Research, Medical University of Vienna, Vienna, Austria.

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http://dx.doi.org/10.1016/j.cmpb.2020.105725DOI Listing
December 2020

Continuous Learning AI in Radiology: Implementation Principles and Early Applications.

Radiology 2020 Oct 25;297(1):6-14. Epub 2020 Aug 25.

From the Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, FND-210, Boston, MA 02114-2698 (O.S.P., J.A.B.); International Society for Strategic Studies in Radiology (IS3R), Vienna, Austria (M.D., D.R.E., C.J.H., S.O.S., J.A.B.); Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria (G.L., C.J.H.); Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Boston, Mass (G.L.); Department of Radiology, Charité-Universitätsmedizin, Berlin, Germany (M.D.); Department of Radiological Sciences, David Geffen School of Medicine, University of California, Los Angeles, Calif (D.R.E.); and Institute of Clinical Radiology and Nuclear Medicine, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany (S.O.S.).

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http://dx.doi.org/10.1148/radiol.2020200038DOI Listing
October 2020

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

Eur Radiol Exp 2020 08 20;4(1):50. Epub 2020 Aug 20.

Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Waehringer Guertel, 18-20, Vienna, Austria.

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http://dx.doi.org/10.1186/s41747-020-00173-2DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7438418PMC
August 2020

The role of the corpus callosum in language network connectivity in children.

Dev Sci 2020 Aug 13:e13031. Epub 2020 Aug 13.

Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.

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http://dx.doi.org/10.1111/desc.13031DOI Listing
August 2020

Joint embedding: A scalable alignment to compare individuals in a connectivity space.

Neuroimage 2020 Aug 7;222:117232. Epub 2020 Aug 7.

Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria; Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2020.117232DOI Listing
August 2020

Diagnostic classification of autism using resting-state fMRI data improves with full correlation functional brain connectivity compared to partial correlation.

J Neurosci Methods 2020 Nov 27;345:108884. Epub 2020 Jul 27.

School of Electrical and Electronics Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639 798, Singapore. Electronic address:

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http://dx.doi.org/10.1016/j.jneumeth.2020.108884DOI Listing
November 2020

The Subplate Layers: The Superficial and Deep Subplate Can be Discriminated on 3 Tesla Human Fetal Postmortem MRI.

Cereb Cortex 2020 Jul;30(9):5038-5048

Division of Neuroradiology and Musculoskeletal Radiology, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090 Vienna, Austria.

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http://dx.doi.org/10.1093/cercor/bhaa099DOI Listing
July 2020

Deep learning detection and quantification of pneumothorax in heterogeneous routine chest computed tomography.

Eur Radiol Exp 2020 04 17;4(1):26. Epub 2020 Apr 17.

Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.

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http://dx.doi.org/10.1186/s41747-020-00152-7DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7165213PMC
April 2020

Causability and explainability of artificial intelligence in medicine.

Wiley Interdiscip Rev Data Min Knowl Discov 2019 Jul-Aug;9(4):e1312. Epub 2019 Apr 2.

Institute for Medical Informatics, Statistics and Documentation Medical University Graz Graz Austria.

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http://dx.doi.org/10.1002/widm.1312DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7017860PMC
April 2019

Introduction to Radiomics.

J Nucl Med 2020 04 14;61(4):488-495. Epub 2020 Feb 14.

Cancer Imaging Department, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom; and.

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http://dx.doi.org/10.2967/jnumed.118.222893DOI Listing
April 2020

[Machine learning in radiology : Terminology from individual timepoint to trajectory].

Radiologe 2020 Jan;60(1):6-14

Universitätsklinik für Radiologie und Nuklearmedizin, Computational Imaging Research Lab, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich.

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http://dx.doi.org/10.1007/s00117-019-00624-xDOI Listing
January 2020

Towards quantitative imaging biomarkers of tumor dissemination: A multi-scale parametric modeling of multiple myeloma.

Med Image Anal 2019 10 4;57:214-225. Epub 2019 Jul 4.

Department of Computer Science, Technical University of Munich, Munich, Germany; Center for Translational Cancer Research (Translatum), Klinikum rechts der Isar, Technical University of Munich, Germany.

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http://dx.doi.org/10.1016/j.media.2019.07.001DOI Listing
October 2019

Stent-graft surface movement after endovascular aneurysm repair: baseline parameters for prediction, and association with migration and stent-graft-related endoleaks.

Eur Radiol 2019 Dec 27;29(12):6385-6395. Epub 2019 Jun 27.

Division of Cardiovascular and Interventional Radiology, Department of Bio-medical Imaging and Image-Guided Therapy, Medical University of Vienna - Vienna General Hospital, Waehringer Guertel 18-20, A-1090, Vienna, Austria.

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http://dx.doi.org/10.1007/s00330-019-06282-wDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6828830PMC
December 2019

Automatic segmentation and classification of breast lesions through identification of informative multiparametric PET/MRI features.

Eur Radiol Exp 2019 04 27;3(1):18. Epub 2019 Apr 27.

Computational Imaging Research Laboratory, Department of Biomedical Imaging and Image-guided Therapy, Medical University Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria.

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http://dx.doi.org/10.1186/s41747-019-0096-3DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6486931PMC
April 2019

Performing group-level functional image analyses based on homologous functional regions mapped in individuals.

PLoS Biol 2019 03 25;17(3):e2007032. Epub 2019 Mar 25.

Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts, United States of America.

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http://dx.doi.org/10.1371/journal.pbio.2007032DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6448916PMC
March 2019

f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks.

Med Image Anal 2019 05 31;54:30-44. Epub 2019 Jan 31.

Christian Doppler Laboratory for Ophthalmic Image Analysis, Department of Ophthalmology and Optometry, Medical University Vienna, Austria.

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http://dx.doi.org/10.1016/j.media.2019.01.010DOI Listing
May 2019

Tracing the structural origins of atypical language representation: consequences of prenatal mirror-imaged brain asymmetries in a dizygotic twin couple.

Brain Struct Funct 2018 Nov 30;223(8):3757-3767. Epub 2018 Jul 30.

Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.

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http://dx.doi.org/10.1007/s00429-018-1717-yDOI Listing
November 2018

Machine Learning to Analyze the Prognostic Value of Current Imaging Biomarkers in Neovascular Age-Related Macular Degeneration.

Ophthalmol Retina 2018 01 31;2(1):24-30. Epub 2017 May 31.

Christian Doppler Laboratory for Ophthalmic Image Analysis, Vienna Reading Center, Department of Ophthalmology, Medical University of Vienna, Vienna, Austria.

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https://linkinghub.elsevier.com/retrieve/pii/S24686530173014
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http://dx.doi.org/10.1016/j.oret.2017.03.015DOI Listing
January 2018

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

Ophthalmology 2018 04 8;125(4):549-558. Epub 2017 Dec 8.

Christian Doppler Laboratory for Ophthalmic Image Analysis, Department of Ophthalmology, Medical University Vienna, Vienna, Austria; Department of Ophthalmology, Medical University of Vienna, Vienna, Austria. Electronic address:

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http://dx.doi.org/10.1016/j.ophtha.2017.10.031DOI Listing
April 2018

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

Breast Care (Basel) 2017 Sep 17;12(4):212-216. Epub 2017 Aug 17.

Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.

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https://www.karger.com/Article/FullText/478899
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http://dx.doi.org/10.1159/000478899DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5649262PMC
September 2017

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

Invest Ophthalmol Vis Sci 2017 08;58(10):4173-4181

Christian Doppler Laboratory for Ophthalmic Image Analysis, Department of Ophthalmology and Optometry, Medical University Vienna, Austria.

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http://dx.doi.org/10.1167/iovs.17-21878DOI Listing
August 2017

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

Brain Lang 2017 11 11;174:9-15. Epub 2017 Jul 11.

Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Währinger Gürtel 18-20, 1090 Vienna, Austria. Electronic address:

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http://dx.doi.org/10.1016/j.bandl.2017.06.005DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6192509PMC
November 2017

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

Invest Ophthalmol Vis Sci 2017 06;58(7):3240-3248

Christian Doppler Laboratory for Ophthalmic Image Analysis, Department of Ophthalmology, Medical University of Vienna, Vienna, Austria.

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http://dx.doi.org/10.1167/iovs.16-21053DOI Listing
June 2017

Computational image analysis for prognosis determination in DME.

Vision Res 2017 10 9;139:204-210. Epub 2017 May 9.

Christian Doppler Laboratory for Ophthalmic Image Analysis, Vienna Reading Center, Department of Ophthalmology, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria. Electronic address:

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http://dx.doi.org/10.1016/j.visres.2017.03.008DOI Listing
October 2017

Diffeomorphic functional brain surface alignment: Functional demons.

Neuroimage 2017 08 14;156:456-465. Epub 2017 Apr 14.

Department of Biomedical Imaging and Image-guided Therapy, Computational Imaging Research Lab, Medical University of Vienna, Vienna, Austria; Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2017.04.028DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5548603PMC
August 2017

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

BMC Med Imaging 2017 03 9;17(1):23. Epub 2017 Mar 9.

Computational Imaging Research Laboratory, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.

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http://dx.doi.org/10.1186/s12880-017-0193-9DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5343417PMC
March 2017

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

Int J Biomed Imaging 2016 31;2016:7468953. Epub 2016 Aug 31.

Christian Doppler Laboratory for Ophthalmic Image Analysis (OPTIMA), Vienna Reading Center, Department of Ophthalmology, Medical University of Vienna, Vienna, Austria.

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http://dx.doi.org/10.1155/2016/7468953DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5021903PMC
September 2016

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

Med Image Comput Comput Assist Interv 2015 Oct 20;9350:313-320. Epub 2015 Nov 20.

McGovern Institute for Brain Research, MIT, Cambridge, MA, USA; Department of Otology and Laryngology, Harvard Medical School, Boston, MA, USA.

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http://dx.doi.org/10.1007/978-3-319-24571-3_38DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4739849PMC
October 2015

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

Front Neuroanat 2015 24;9:164. Epub 2015 Dec 24.

Division of Neuroradiology and Musculoskeletal Radiology, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna Vienna, Austria.

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http://dx.doi.org/10.3389/fnana.2015.00164DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4689804PMC
January 2016

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

JAMA Ophthalmol 2016 Feb;134(2):182-90

Vienna Reading Center, Department of Ophthalmology and Optometry, Christian Doppler Laboratory for Ophthalmic Image Analysis, Medical University of Vienna, Vienna, Austria.

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http://dx.doi.org/10.1001/jamaophthalmol.2015.4948DOI Listing
February 2016

Fetal Cerebral Magnetic Resonance Imaging Beyond Morphology.

Semin Ultrasound CT MR 2015 Dec 14;36(6):465-75. Epub 2015 Jun 14.

Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.

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http://dx.doi.org/10.1053/j.sult.2015.06.003DOI Listing
December 2015

Parcellating cortical functional networks in individuals.

Nat Neurosci 2015 Dec 9;18(12):1853-60. Epub 2015 Nov 9.

Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts, USA.

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http://dx.doi.org/10.1038/nn.4164DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4661084PMC
December 2015

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

Eur Radiol 2016 Jun 15;26(6):1575-81. Epub 2015 Sep 15.

Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria.

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http://dx.doi.org/10.1007/s00330-015-4007-6DOI Listing
June 2016

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

Cereb Cortex 2016 10 1;26(10):4004-14. Epub 2015 Sep 1.

Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA.

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https://academic.oup.com/cercor/article-lookup/doi/10.1093/c
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http://dx.doi.org/10.1093/cercor/bhv189DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5027997PMC
October 2016

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

Int J Med Inform 2015 Oct 21;84(10):774-83. Epub 2015 May 21.

University of Applied Sciences Western Switzerland (HES-SO), Sierre, Switzerland.

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http://dx.doi.org/10.1016/j.ijmedinf.2015.04.003DOI Listing
October 2015

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

Am J Obstet Gynecol 2015 Sep 23;213(3):392.e1-7. Epub 2015 May 23.

Division of Neuro- and Musculoskeletal Radiology, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria. Electronic address:

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http://dx.doi.org/10.1016/j.ajog.2015.05.046DOI Listing
September 2015

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

Neuroimage 2015 May 26;111:277-88. Epub 2015 Feb 26.

Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Computational Imaging Research Lab (CIR) Vienna, Austria; Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA, USA.

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http://dx.doi.org/10.1016/j.neuroimage.2015.02.038DOI Listing
May 2015

Fetal functional imaging portrays heterogeneous development of emerging human brain networks.

Front Hum Neurosci 2014 22;8:852. Epub 2014 Oct 22.

Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna Vienna, Austria ; Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology Cambridge, MA, USA.

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http://dspace.mit.edu/bitstream/handle/1721.1/92576/Jakab-20
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https://pdfs.semanticscholar.org/e8b1/43cd5781cffd055f9dffce
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http://journal.frontiersin.org/article/10.3389/fnhum.2014.00
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http://dx.doi.org/10.3389/fnhum.2014.00852DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4205819PMC
November 2014

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 2015 Feb;50(2):73-80

From the *Division of Molecular and Gender Imaging, †Computational Imaging Research Lab, ‡MR Centre of Excellence, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.

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http://dx.doi.org/10.1097/RLI.0000000000000102DOI Listing
February 2015

The relationship between eye movement and vision develops before birth.

Front Hum Neurosci 2014 2;8:775. Epub 2014 Oct 2.

Computational Imaging Research Laboratory, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna Vienna, Austria ; Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology Cambridge, MA, USA.

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http://dx.doi.org/10.3389/fnhum.2014.00775DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4183095PMC
October 2014

High-resolution peripheral quantitative CT imaging: Cortical porosity, poor trabecular bone microarchitecture, and low bone strength in lung transplant recipients.

Radiology 2015 Feb 7;274(2):473-81. Epub 2014 Oct 7.

From the Computational Imaging Research Laboratory (L.F., A.V., M.D.D., F.K., G.L., J.M.P.), Division of Neuroradiology and Musculoskeletal Radiology (C.S.W., F.K., J.M.P.), Division of General and Paediatric Radiology (D.K., M.W.), and Christian Doppler Laboratory for Ophthalmic Image Analysis (L.F.), Department of Biomedical Imaging and Image-guided Therapy, Division of Thoracic Surgery (P.J., W.K., B.Z.), and Department of Pathophysiology and Allergy Research (P.P.), Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria; Medical Department II, St. Vincent Hospital Vienna, Vienna, Austria (H.R.); and Institute of Lightweight Design and Structural Biomechanics, Vienna University of Technology, Vienna, Austria (T.G.).

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http://dx.doi.org/10.1148/radiol.14140201DOI Listing
February 2015

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

Neuroimage 2014 Dec 27;103:462-475. Epub 2014 Aug 27.

Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2014.08.029DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4401430PMC
December 2014

Constructing an un-biased whole body atlas from clinical imaging data by fragment bundling.

Med Image Comput Comput Assist Interv 2013 ;16(Pt 1):219-26

CIR Lab, Department of Radiology, Medical University of Vienna, Austria.

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http://dx.doi.org/10.1007/978-3-642-40811-3_28DOI Listing
February 2014

Structure-based neuron retrieval across Drosophila brains.

Neuroinformatics 2014 Jul;12(3):423-34

CIR Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria,

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http://dx.doi.org/10.1007/s12021-014-9219-4DOI Listing
July 2014

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

Med Image Anal 2014 Jan 30;18(1):9-21. Epub 2013 Aug 30.

Computational Imaging Research Lab (CIR), Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Austria; Machine Vision Group, Profactor GmbH, Steyr, Austria. Electronic address:

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http://dx.doi.org/10.1016/j.media.2013.08.004DOI Listing
January 2014

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

Med Image Anal 2013 Dec 17;17(8):1304-14. Epub 2013 Mar 17.

Computational Image Analysis and Radiology Lab, Department of Radiology, Medical University of Vienna, Austria; Institute for Computer Graphics and Vision, Graz University of Technology, Austria. Electronic address:

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http://dx.doi.org/10.1016/j.media.2013.02.004DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3807803PMC
December 2013

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

Bone 2012 Sep 13;51(3):480-7. Epub 2012 Jun 13.

Computational Image Analysis and Radiology Lab, Department of Radiology, Medical University of Vienna, 1090 Vienna, Austria.

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http://dx.doi.org/10.1016/j.bone.2012.06.005DOI Listing
September 2012

Learning an atlas of a cognitive process in its functional geometry.

Inf Process Med Imaging 2011 ;22:135-46

Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA, USA.

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http://people.csail.mit.edu/polina/papers/Langs-IPMI-2011.pd
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3222689PMC
http://dx.doi.org/10.1007/978-3-642-22092-0_12DOI Listing
August 2011

Atlas learning in fetal brain development.

Top Magn Reson Imaging 2011 Jun;22(3):107-11

Computational Image Analysis and Radiology Laboratory, Department of Radiology, Medical Universityof Vienna, Vienna, Austria.

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http://dx.doi.org/10.1097/RMR.0b013e318267fe94DOI Listing
June 2011

The prenatal origin of hemispheric asymmetry: an in utero neuroimaging study.

Cereb Cortex 2011 May 17;21(5):1076-83. Epub 2010 Sep 17.

Department of Radiology, Division of Neuroradiology, Medical University of Vienna, Währinger Gürtel 18-20, 1090 Vienna, Austria.

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http://dx.doi.org/10.1093/cercor/bhq179DOI Listing
May 2011

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

Artif Intell Med 2010 Oct 21;50(2):83-94. Epub 2010 Aug 21.

Computer Vision Lab, Institute of Computer-Aided Automation, Vienna University of Technology, Favoritenstr. 9/183, A-1040 Vienna, Austria.

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http://dx.doi.org/10.1016/j.artmed.2010.06.003DOI Listing
October 2010

Detecting stable distributed patterns of brain activation using Gini contrast.

Neuroimage 2011 May 13;56(2):497-507. Epub 2010 Aug 13.

Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA.

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http://dx.doi.org/10.1016/j.neuroimage.2010.07.074DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3960973PMC
May 2011

Learning deformation and structure simultaneously: in situ endograft deformation analysis.

Med Image Anal 2011 Feb 1;15(1):12-21. Epub 2010 Jul 1.

Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA, USA.

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http://dx.doi.org/10.1016/j.media.2010.06.005DOI Listing
February 2011

Functional Geometry Alignment and Localization of Brain Areas.

Adv Neural Inf Process Syst 2010 ;1:1225-1233

Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School Boston, MA 02115, USA.

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http://people.csail.mit.edu/langs/Georg_Langs/index_files/ni
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4010233PMC
January 2010

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

Eur J Radiol 2009 Aug 19;71(2):211-6. Epub 2009 May 19.

Computational Imaging and Radiology Lab-CIR, Department of Radiology, Medical University Vienna, Waehringer Guertel 18-20, A-1090 Vienna, Austria.

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http://dx.doi.org/10.1016/j.ejrad.2009.04.046DOI Listing
August 2009

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

Eur J Radiol 2010 Apr 13;74(1):236-40. Epub 2009 Mar 13.

Department of Radiology, Medical University of Vienna, Waehringer Guertel 18-20, A-1090 Vienna, Austria.

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http://dx.doi.org/10.1016/j.ejrad.2009.02.004DOI Listing
April 2010

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

Ann N Y Acad Sci 2009 Feb;1154:207-38

Image Analysis Ltd., University of Leeds, 5-7 Cromer Terrace, Leeds, West Yorkshire, UK.

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http://dx.doi.org/10.1111/j.1749-6632.2009.04392.xDOI Listing
February 2009

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

Eur J Radiol 2010 Mar 31;73(3):622-8. Epub 2009 Jan 31.

Medical University Vienna, Department of Radiology, MR Center of Excellence, Vienna, Austria.

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http://dx.doi.org/10.1016/j.ejrad.2008.12.017DOI Listing
March 2010

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

IEEE Trans Med Imaging 2009 Jan;28(1):151-64

Applied Mathematics and Systems Laboratory (MAS), Ecole Centrale de Paris, Grande Voie des Vignes, 92 295 Chatenay-Malabry, France.

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http://dx.doi.org/10.1109/TMI.2008.2004401DOI Listing
January 2009

Left ventricle segmentation using diffusion wavelets and boosting.

Med Image Comput Comput Assist Interv 2009 ;12(Pt 2):919-26

Laboratoire de Mathématiques Appliqués aux Systèmes, Ecole Centrale de Paris, France.

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http://dx.doi.org/10.1007/978-3-642-04271-3_111DOI Listing
June 2010

Weakly supervised group-wise model learning based on discrete optimization.

Med Image Comput Comput Assist Interv 2009 ;12(Pt 2):860-8

Computational Image Analysis and Radiology Lab, Department of Radiology, Medical University of Vienna, Austria.

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http://dx.doi.org/10.1007/978-3-642-04271-3_104DOI Listing
June 2010

Task-specific functional brain geometry from model maps.

Med Image Comput Comput Assist Interv 2008 ;11(Pt 1):925-33

Laboratoire de Mathématiques Appliquées aux Systèmes, Ecole Centrale de Paris, France.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4827338PMC
http://dx.doi.org/10.1007/978-3-540-85988-8_110DOI Listing
December 2008

Robust autonomous model learning from 2D and 3D data sets.

Med Image Comput Comput Assist Interv 2007 ;10(Pt 1):968-76

GALEN Group, Laboratoire de Mathématiques Appliquées aux Systèmes, Ecole Centrale de Paris, France.

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http://people.csail.mit.edu/langs/Georg_Langs/MedBV_2010_fil
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http://dx.doi.org/10.1007/978-3-540-75757-3_117DOI Listing
January 2008

Object localization based on Markov random fields and symmetry interest points.

Med Image Comput Comput Assist Interv 2007 ;10(Pt 2):460-8

Institute for Computer Graphics and Vision, Graz University of Technology, Austria.

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http://dx.doi.org/10.1007/978-3-540-75759-7_56DOI Listing
January 2008

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

Radiology 2007 Dec 19;245(3):855-62. Epub 2007 Oct 19.

Department of Diagnostic Radiology, Medical University of Vienna, Vienna, Austria.

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http://dx.doi.org/10.1148/radiol.2452061281DOI Listing
December 2007

Model-based erosion spotting and visualization in rheumatoid arthritis.

Acad Radiol 2007 Oct;14(10):1179-88

MAS, Applied Mathematics and Systems Laboratory, Chatenay-Malabry, France.

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http://dx.doi.org/10.1016/j.acra.2007.06.013DOI Listing
October 2007

Fast active appearance model search using canonical correlation analysis.

IEEE Trans Pattern Anal Mach Intell 2006 Oct;28(10):1690-4

Pattern Recognition and Image Processing Group, Institute of Computer Aided Automation, Vienna University of Technology, Favoritenstr. 9/183/2, A-1040 Vienna, Austria.

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http://dx.doi.org/10.1109/TPAMI.2006.206DOI Listing
October 2006

Differential diagnosis of rheumatic diseases using conventional radiography.

Best Pract Res Clin Rheumatol 2004 Dec;18(6):783-811

Department of Diagnostic Radiology, Medical University of Vienna,18-20, Waehringer Guertel, A-1090 Vienna, Austria.

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http://dx.doi.org/10.1016/j.berh.2004.07.004DOI Listing
December 2004