Georg Langs
Orcid: 0000-0002-5536-6873Affiliations:
- MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, USA
According to our database1,
Georg Langs
authored at least 141 papers
between 2002 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
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on d-nb.info
On csauthors.net:
Bibliography
2023
Medical Image Anal., August, 2023
Nat. Mac. Intell., July, 2023
Predicting dynamic, motion-related changes in B0 field in the brain at a 7 T MRI using a subject-specific fine-tuned U-net.
CoRR, 2023
2022
Motion correction and volumetric reconstruction for fetal functional magnetic resonance imaging data.
NeuroImage, 2022
Disentangling cortical functional connectivity strength and topography reveals divergent roles of genes and environment.
NeuroImage, 2022
Spatio-Temporal Motion Correction and Iterative Reconstruction of In-Utero Fetal fMRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics.
CoRR, 2021
Pseudo-domains in imaging data improve prediction of future disease status in multi-center studies.
CoRR, 2021
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021
Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition.
Proceedings of the Information Processing in Medical Imaging, 2021
2020
IEEE Trans. Medical Imaging, 2020
Correction to "Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT".
IEEE Trans. Medical Imaging, 2020
Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT.
IEEE Trans. Medical Imaging, 2020
Cross-species functional alignment reveals evolutionary hierarchy within the connectome.
NeuroImage, 2020
Joint embedding: A scalable alignment to compare individuals in a connectivity space.
NeuroImage, 2020
Unsupervised deep clustering for predictive texture pattern discovery in medical images.
CoRR, 2020
CoRR, 2020
Automatic lung segmentation in routine imaging is a data diversity problem, not a methodology problem.
CoRR, 2020
The effects of skin lesion segmentation on the performance of dermatoscopic image classification.
Comput. Methods Programs Biomed., 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
WIREs Data Mining Knowl. Discov., 2019
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data.
IEEE Trans. Medical Imaging, 2019
Medical Image Anal., 2019
Towards quantitative imaging biomarkers of tumor dissemination: A multi-scale parametric modeling of multiple myeloma.
Medical Image Anal., 2019
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019
Using Cyclegans for Effectively Reducing Image Variability Across OCT Devices and Improving Retinal Fluid Segmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Fully Automated Segmentation of Hyperreflective Foci in Optical Coherence Tomography Images.
CoRR, 2018
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
Proceedings of the Patch-Based Techniques in Medical Imaging, 2018
WGAN Latent Space Embeddings for Blast Identification in Childhood Acute Myeloid Leukaemia.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
2017
Predicting Macular Edema Recurrence from Spatio-Temporal Signatures in Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging, 2017
Segmentation of Skeleton and Organs in Whole-Body CT Images via Iterative Trilateration.
IEEE Trans. Medical Imaging, 2017
NeuroImage, 2017
Analysis of the three-dimensional anatomical variance of the distal radius using 3D shape models.
BMC Medical Imaging, 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Mapping Multi-Modal Routine Imaging Data to a Single Reference via Multiple Templates.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
Multivariate Manifold Modelling of Functional Connectivity in Developing Language Networks.
Proceedings of the Information Processing in Medical Imaging, 2017
Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery.
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017
Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017
Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017
Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017
2016
Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks.
IEEE Trans. Medical Imaging, 2016
Automated Fovea Detection in Spectral Domain Optical Coherence Tomography Scans of Exudative Macular Disease.
Int. J. Biomed. Imaging, 2016
Improve synthetic retinal OCT images with present of pathologies and textural information.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
2015
Disrupted developmental organization of the structural connectome in fetuses with corpus callosum agenesis.
NeuroImage, 2015
Int. J. Medical Informatics, 2015
Automated retinal fovea type distinction in spectral-domain optical coherence tomography of retinal vein occlusion.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Trabecular bone class mapping across resolutions: translating methods from HR-pQCT to clinical CT.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015).
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015
Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015
Proceedings of the VISCERAL Anatomy3 Organ Segmentation Challenge co-located with IEEE International Symposium on Biomedical Imaging (ISBI 2015), 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Predicting Semantic Descriptions from Medical Images with Convolutional Neural Networks.
Proceedings of the Information Processing in Medical Imaging, 2015
Multi-subject Manifold Alignment of Functional Network Structures via Joint Diagonalization.
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015
Overview of the First Workshop of Muldimodal Retrieval in the Medical Domain (MRMD 2015).
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015
Proceedings of the Advances in Information Retrieval, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Anatomical triangulation: from sparse landmarks to dense annotation of the skeleton in CT images.
Proceedings of the British Machine Vision Conference 2015, 2015
2014
Decoupling function and anatomy in atlases of functional connectivity patterns: Language mapping in tumor patients.
NeuroImage, 2014
A spatio-temporal latent atlas for semi-supervised learning of fetal brain segmentations and morphological age estimation.
Medical Image Anal., 2014
A Visual Information Retrieval System for Radiology Reports and the Medical Literature.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014
Longitudinal Alignment of Disease Progression in Fibrosing Interstitial Lung Disease.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
A Locally Linear Method for Enforcing Temporal Smoothness in Serial Image Registration.
Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2014
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014
Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014).
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014
Motion Artefact Correction in Retinal Optical Coherence Tomography Using Local Symmetry.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Advances in Information Retrieval, 2014
2013
Medical Image Anal., 2013
Global localization of 3D anatomical structures by pre-filtered Hough Forests and discrete optimization.
Medical Image Anal., 2013
Predicting Treatment Response from Resting State fMRI Data: Comparison of Parcellation Approaches.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013
Constructing an Un-biased Whole Body Atlas from Clinical Imaging Data by Fragment Bundling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Khresmoi - Multilingual Semantic Search of Medical Text and Images.
Proceedings of the MEDINFO 2013, 2013
Proceedings of the Future Internet, 2013
2012
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012
Visualizing changes in vessel wall dynamics due to stent-grafting in the aortic arch.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Bringing the Algorithms to the Data: Cloud-Based Benchmarking for Medical Image Analysis.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visual Analytics, 2012
2011
NeuroImage, 2011
Learning deformation and structure simultaneously: In situ endograft deformation analysis.
Medical Image Anal., 2011
Special issue on Optimization for vision, graphics and medical imaging: Theory and applications.
Comput. Vis. Image Underst., 2011
Superpixel-Based Interest Points for Effective Bags of Visual Words Medical Image Retrieval.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Evaluation of Fast 2D and 3D Medical Image Retrieval Approaches Based on Image Miniatures.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Texture Bags: Anomaly Retrieval in Medical Images Based on Local 3D-Texture Similarity.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
2010
Automatic image-based assessment of lesion development during hemangioma follow-up examinations.
Artif. Intell. Medicine, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Localization of 3D Anatomical Structures Using Random Forests and Discrete Optimization.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
Texture analysis in quantitative osteoporosis assessment: characterizing microarchitecture.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010
2009
Automatic Quantification of Joint Space Narrowing and Erosions in Rheumatoid Arthritis.
IEEE Trans. Medical Imaging, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Classification of tensors and fiber tracts using Mercer-kernels encoding soft probabilistic spatial and diffusion information.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
A comparision of model-based methods for knee cartilage segmentation.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the British Machine Vision Conference 2007, 2007
2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
3D and Infrared Face Reconstruction from RGB data using Canonical Correlation Analysis.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005
2004
Building and Registering Parameterized 3D Models of Vessel Trees for Visualization during Intervention.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003
Proceedings of the Pattern Recognition, 2003
Proceedings of the Progress in Pattern Recognition, 2003
2002