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Author Details

Bjoern H Menze
Technische Universitat Munchen, University of Zurich
2006
142
33
PMIDPaper TitleJournal TitlePublished Year
38045345LST-AI: a Deep Learning Ensemble for Accurate MS Lesion Segmentation.medRxiv2024
38076515Personalized Predictions of Glioblastoma Infiltration: Mathematical Models, Physics-Informed Neural Networks and Multimodal Scans.ArXiv2024
37988921Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.Med Image Anal2024
36395623Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling.Med Image Anal2023
37957426Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation.Eur Radiol Exp2023
37608937The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma.ArXiv2023
37928819Leveraging 2D Deep Learning ImageNet-trained models for Native 3D Medical Image Analysis.Brainlesion2023
37678623Identifying core MRI sequences for reliable automatic brain metastasis segmentation.Radiother Oncol2023
37567235Region of interest focused MRI to synthetic CT translation using regression and segmentation multi-task network.Phys Med Biol2023
37456284Automated segmentation of the human supraclavicular fat depot via deep neural network in water-fat separated magnetic resonance images.Quant Imaging Med Surg2023
37267773Fetal brain tissue annotation and segmentation challenge results.Med Image Anal2023
36996007Detecting CTP truncation artifacts in acute stroke imaging from the arterial input and the vascular output functions.PLoS One2023
37396608The Brain Tumor Segmentation (BraTS) Challenge 2023: <i>Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)</i>.ArXiv2023
36797033Reconstruction of the Corticospinal Tract in Patients with Motor-Eloquent High-Grade Gliomas Using Multilevel Fiber Tractography Combined with Functional Motor Cortex Mapping.AJNR Am J Neuroradiol2023
36702828Author Correction: Federated learning enables big data for rare cancer boundary detection.Nat Commun2023
36895903A deep learning approach to predict collateral flow in stroke patients using radiomic features from perfusion images.Front Neurol2023
34049987Tumor Sink Effect in <sup>68</sup>Ga-PSMA-11 PET: Myth or Reality?J Nucl Med2022
37555157Quantitative evaluation of the influence of multiple MRI sequences and of pathological tissues on the registration of longitudinal data acquired during brain tumor treatment.Front Neuroimaging2022
35384459Proposed diagnostic volumetric bone mineral density thresholds for osteoporosis and osteopenia at the cervicothoracic spine in correlation to the lumbar spine.Eur Radiol2022
35771265Application of machine learning to pretherapeutically estimate dosimetry in men with advanced prostate cancer treated with <sup>177</sup>Lu-PSMA I&amp;T therapy.Eur J Nucl Med Mol Imaging2022
35840566The Medical Segmentation Decathlon.Nat Commun2022
35669688Level-Specific Volumetric BMD Threshold Values for the Prediction of Incident Vertebral Fractures Using Opportunistic QCT: A Case-Control Study.Front Endocrinol (Lausanne)2022
35721351Influence of Auditory Cues on the Neuronal Response to Naturalistic Visual Stimuli in a Virtual Reality Setting.Front Hum Neurosci2022
35598311Automated Opportunistic Osteoporosis Screening in Routine Computed Tomography of the Spine: Comparison With Dedicated Quantitative CT.J Bone Miner Res2022
35460436Prediction of multiple pH compartments by deep learning in magnetic resonance spectroscopy with hyperpolarized <sup>13</sup>C-labelled zymonic acid.EJNMMI Res2022
36998700QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.J Mach Learn Biomed Imaging2022
36470898Federated learning enables big data for rare cancer boundary detection.Nat Commun2022
36496501ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset.Sci Data2022
36137534The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research.Phys Med Biol2022
36034591SRflow: Deep learning based super-resolution of 4D-flow MRI data.Front Artif Intell2022
36055049Methylation subgroup and molecular heterogeneity is a hallmark of glioblastoma: implications for biopsy targeting, classification and therapy.ESMO Open2022
36086344Self-Supervised Pretext Tasks in Model Robustness &amp; Generalizability: A Revisit from Medical Imaging Perspective.Annu Int Conf IEEE Eng Med Biol Soc2022
35317645Modelling glioma progression, mass effect and intracranial pressure in patient anatomy.J R Soc Interface2022
35072752Efficient Claustrum Segmentation in T2-weighted Neonatal Brain MRI Using Transfer Learning from Adult Scans.Clin Neuroradiol2022
35180675Learning residual motion correction for fast and robust 3D multiparametric MRI.Med Image Anal2022
34998111Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge.Med Image Anal2022
35202204Anatomy-Aware Inference of the 3D Standing Spine Posture from 2D Radiographs.Tomography2022
34928790Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models.IEEE Trans Med Imaging2022
34705635Face Restoration via Plug-and-Play 3D Facial Priors.IEEE Trans Pattern Anal Mach Intell2022
34687347Automated detection of the contrast phase in MDCT by an artificial neural network improves the accuracy of opportunistic bone mineral density measurements.Eur Radiol2022
32924188Multi-domain convolutional neural network (MD-CNN) for radial reconstruction of dynamic cardiac MRI.Magn Reson Med2021
33521639Deep learning for medical image analysis: a brief introduction.Neurooncol Adv2021
33571780Analyzing magnetic resonance imaging data from glioma patients using deep learning.Comput Med Imaging Graph2021
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
33611614Weakly supervised deep learning for determining the prognostic value of <sup>18</sup>F-FDG PET/CT in extranodal natural killer/T cell lymphoma, nasal type.Eur J Nucl Med Mol Imaging2021
33835238Accelerated 3D whole-brain T1, T2, and proton density mapping: feasibility for clinical glioma MR imaging.Neuroradiology2021
35035351Robust, Primitive, and Unsupervised Quality Estimation for Segmentation Ensembles.Front Neurosci2021
34970486Tracking the Corticospinal Tract in Patients With High-Grade Glioma: Clinical Evaluation of Multi-Level Fiber Tracking and Comparison to Conventional Deterministic Approaches.Front Oncol2021
34520080Automated claustrum segmentation in human brain MRI using deep learning.Hum Brain Mapp2021
34425318AIFNet: Automatic vascular function estimation for perfusion analysis using deep learning.Med Image Anal2021
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Collaborators

Benedikt Wiestler
Technical University
Co-authored papers 30
Spyridon Bakas
Richards Medical Research Laboratories (S.B.)
Co-authored papers 11
Georg Langs
Medical University of Vienna
Co-authored papers 9
Koen Van Leemput
Technical University of Denmark
Co-authored papers 8
Marie Piraud
German Research Center for Environmental Health (GmbH)
Co-authored papers 7
Polina Golland
Massachusetts Institute of Technology
Co-authored papers 6
Andrei Gafita
Johns Hopkins University School of Medicine
Co-authored papers 5
Ben Glocker
Imperial College London
Co-authored papers 5
Christos Davatzikos
University of Pennsylvania
Co-authored papers 4
Michel Bilello
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 4
Farouk Dako
Center for Global Health, Perelman School of Medicine, University of Pennsylvania
Co-authored papers 4
Evan Calabrese
University of California San Francisco
Co-authored papers 4
Jeffrey D Rudie
Center for Intelligent Imaging (ci2), University of California san francisco
Co-authored papers 4
Bennett A Landman
Vanderbilt University
Co-authored papers 4
Bram van Ginneken
Radboud University Medical Center
Co-authored papers 3
Javier E Villanueva-Meyer
University of California san francisco
Co-authored papers 3
Daniel S Marcus
Mallinckrodt Institute of Radiology, Washington University School of Medicine
Co-authored papers 3
Qi Dou
The Chinese University of Hong Kong
Co-authored papers 3
Rivka R Colen
Co-authored papers 3
Henning M??ller
University of Applied Sciences of Western Switzerland (HES-SO Valais)
Co-authored papers 3
Adam E Flanders
Thomas Jefferson University
Co-authored papers 3
Raymond Y Huang
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 2
Michael A Vogelbaum
Moffit Cancer Center
Co-authored papers 2
Alejandro F Frangi
Co-authored papers 2
Pim J French
Erasmus MC Cancer Institute
Co-authored papers 2
Verena Chung
Blavatnik Institute, Harvard Medical School
Co-authored papers 2
Felix Sahm
Hopp Children's Cancer Center Heidelberg (KiTZ)
Co-authored papers 2
Michael Weller
University Hospital and University of Zurich
Co-authored papers 2
Korsuk Sirinukunwattana
Institute of Biomedical Engineering (IBME), University of Oxford
Co-authored papers 2
Hrvoje Bogunovic
Medical University of Vienna
Co-authored papers 2
Release 1.2