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Author Details

Georg Langs
Medical University of Vienna
1991
137
31
Nathan Sheffield (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36066734Unsupervised machine learning identifies predictive progression markers of IPF.Eur Radiol2023
38024240Radiomic features define risk and are linked to DNA methylation attributes in primary CNS lymphoma.Neurooncol Adv2023
37794918Cortical thickness in the right medial frontal gyrus predicts planning performance in healthy children and adolescents.Front Psychol2023
35779087Impact of a content-based image retrieval system on the interpretation of chest CTs of patients with diffuse parenchymal lung disease.Eur Radiol2023
37080952Evolution of cortical geometry and its link to function, behaviour and ecology.Nat Commun2023
37280478Deep learning for predicting future lesion emergence in high-risk breast MRI screening: a feasibility study.Eur Radiol Exp2023
37278628Innovations in Deep Learning to Predict Individual Risk and Treatment Outcome.Radiology2023
37267773Fetal brain tissue annotation and segmentation challenge results.Med Image Anal2023
37358613Correlation of histologic, imaging, and artificial intelligence features in NAFLD patients, derived from Gd-EOB-DTPA-enhanced MRI: a proof-of-concept study.Eur Radiol2023
36520481Fetal development of functional thalamocortical and cortico-cortical connectivity.Cereb Cortex2023
36807411Fetal MRI based brain atlas analysis detects initial in utero effects of prenatal alcohol exposure.Cereb Cortex2023
36707693Fetal temporal sulcus depth asymmetry has prognostic value for language development.Commun Biol2023
35192676Imaging visuospatial memory in temporal lobe epilepsy-Results of an fMRI study.PLoS One2022
35430359Motion correction and volumetric reconstruction for fetal functional magnetic resonance imaging data.Neuroimage2022
35359360Editorial: Impact of Breast MRI on Breast Cancer Treatment and Prognosis.Front Oncol2022
36044070Machine learning in neuroimaging: from research to clinical practice.Radiologie (Heidelb)2022
34861392Disentangling cortical functional connectivity strength and topography reveals divergent roles of genes and environment.Neuroimage2022
35169150The Digital Brain Tumour Atlas, an open histopathology resource.Sci Data2022
32790079The role of the corpus callosum in language network connectivity in children.Dev Sci2021
33540564Evaluation of the Temporal Muscle Thickness as an Independent Prognostic Biomarker in Patients with Primary Central Nervous System Lymphoma.Cancers (Basel)2021
33872347The Prenatal Morphomechanic Impact of Agenesis of the Corpus Callosum on Human Brain Structure and Asymmetry.Cereb Cortex2021
33733689Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma.Eur Radiol2021
33668879Analyzing Longitudinal wb-MRI Data and Clinical Course in a Cohort of Former Smoldering Multiple Myeloma Patients: Connections between MRI Findings and Clinical Progression Patterns.Cancers (Basel)2021
33885957Fetal MRI-based artificial intelligence in gestational age prediction--a practical solution to an unsolved problem?Eur Radiol2021
33772541The Prenatal Origins of Human Brain Asymmetry: Lessons Learned from a Cohort of Fetuses with Body Lateralization Defects.Cereb Cortex2021
33496825Effect of corpus callosum agenesis on the language network in children and adolescents.Brain Struct Funct2021
34584080Dynamic memory to alleviate catastrophic forgetting in continual learning with medical imaging.Nat Commun2021
33945024Correction to: Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma.Eur Radiol2021
33450563The impact of hippocampal impairment on task-positive and task-negative language networks in temporal lobe epilepsy.Clin Neurophysiol2021
33264805How does Radiomics actually work? - Review.Rofo2021
32891727Variability of computed tomography radiomics features of fibrosing interstitial lung disease: A test-retest study.Methods2021
31170065Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT.IEEE Trans Med Imaging2020
33778599Prospects and Challenges of Radiomics by Using Nononcologic Routine Chest CT.Radiol Cardiothorac Imaging2020
32060219Introduction to Radiomics.J Nucl Med2020
31896570Lesion-Specific Language Network Alterations in Temporal Lobe Epilepsy.AJNR Am J Neuroradiol2020
31915840[Machine learning in radiology : Terminology from individual timepoint to trajectory].Radiologe2020
33110138Distributed changes of the functional connectome in patients with glioblastoma.Sci Rep2020
32605068Multi-Habitat Radiomics Unravels Distinct Phenotypic Subtypes of Glioblastoma with Clinical and Genomic Significance.Cancers (Basel)2020
32771618Joint embedding: A scalable alignment to compare individuals in a connectivity space.Neuroimage2020
32882594The effects of skin lesion segmentation on the performance of dermatoscopic image classification.Comput Methods Programs Biomed2020
32906608Spatial Distribution of Focal Lesions in Whole-Body MRI and Influence of MRI Protocol on Staging in Patients with Smoldering Multiple Myeloma According to the New SLiM-CRAB-Criteria.Cancers (Basel)2020
32619977Language network reorganization before and after temporal lobe epilepsy surgery.J Neurosurg2020
32814998Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem.Eur Radiol Exp2020
32840473Continuous Learning AI in Radiology: Implementation Principles and Early Applications.Radiology2020
32248087Correction to "Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT".IEEE Trans Med Imaging2020
32303861Deep learning detection and quantification of pneumothorax in heterogeneous routine chest computed tomography.Eur Radiol Exp2020
32377685The Subplate Layers: The Superficial and Deep Subplate Can be Discriminated on 3 Tesla Human Fetal Postmortem MRI.Cereb Cortex2020
32560244Sex-Specific Differences in Primary CNS Lymphoma.Cancers (Basel)2020
29994670Keypoint Transfer for Fast Whole-Body Segmentation.IEEE Trans Med Imaging2020
30314763Atypical language representation is unfavorable for language abilities following childhood stroke.Eur J Paediatr Neurol2019
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Collaborators

Ernst Schwartz
Medical University of Vienna
Co-authored papers 24
Karl-Heinz Nenning
Medical University of Vienna
Co-authored papers 21
Ursula Schmidt-Erfurth
Medical University of Vienna
Co-authored papers 17
Polina Golland
Massachusetts Institute of Technology
Co-authored papers 10
Bjoern H Menze
Technische Universitat Munchen, University of Zurich
Co-authored papers 9
Johannes A Hainfellner
Medical University of Vienna
Co-authored papers 8
Hrvoje Bogunovic
Medical University of Vienna
Co-authored papers 7
Adelheid Woehrer
Medical University of Vienna
Co-authored papers 7
Hesheng Liu
Peking University
Co-authored papers 7
Julia Furtner
Medical University of Vienna
Co-authored papers 6
Thomas Roetzer
Medical University of Vienna
Co-authored papers 4
Camillo Sherif
Karl Landsteiner University of Health Sciences
Co-authored papers 4
Franz Marhold
Karl Landsteiner University of Health Sciences
Co-authored papers 4
Georg Widhalm
Medical University of Vienna
Co-authored papers 4
Barbara Kiesel
Medical University of Vienna
Co-authored papers 4
Serge Weis
Kepler University Hospital, Johannes Kepler University
Co-authored papers 3
Satrajit S Ghosh
Co-authored papers 3
Johannes Trenkler
Institute of Neuroradiology, Kepler University Hospital Linz
Co-authored papers 3
Christoph Bock
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences
Co-authored papers 3
Daniel S Margulies
Center National de la Recherche Scientifique (CNRS) and Universite de Paris
Co-authored papers 3
Johannes Haybaeck
Institute of Pathology, Medical University of Innsbruck
Co-authored papers 3
Henning M??ller
University of Applied Sciences of Western Switzerland (HES-SO Valais)
Co-authored papers 3
Satrajit S Ghosh
Boston University, Harvard Medical School, Kent Ridge Digital Laboratories, Massachusetts Institute of Technology, National University of Singapore
Co-authored papers 3
Tanisa Brandner-Kokalj
Institute of Pathology, State Hospital Klagenfurt
Co-authored papers 3
Astrid E Grams
Medical University of Innsbruck
Co-authored papers 3
Bernhard Baumann
Medical University of Vienna, Center for Medical Physics and Biomedical Engineering
Co-authored papers 3
Patrizia Moser
Medical University of Innsbruck
Co-authored papers 3
Waltraud Kleindienst
Paracelsus Medical University Salzburg
Co-authored papers 2
Thomas Czech
Co-authored papers 2
Mert R Sabuncu
Cornell University and Cornell Tech
Co-authored papers 2
Release 1.2