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

European radiology experimental, 2020-08, Vol.4 (1), p.50-50, Article 50

2020

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Causability and explainability of artificial intelligence in medicine

Wiley interdisciplinary reviews. Data mining and knowledge discovery, 2019-07, Vol.9 (4), p.e1312-n/a

2019

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

Ophthalmology (Rochester, Minn.), 2018-04, Vol.125 (4), p.549-558

2018

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Situating the default-mode network along a principal gradient of macroscale cortical organization

Proceedings of the National Academy of Sciences - PNAS, 2016-11, Vol.113 (44), p.12574-12579

2016

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Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT

IEEE transactions on medical imaging, 2020-01, Vol.39 (1), p.87-98

2020

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BrainSpace: a toolbox for the analysis of macroscale gradients in neuroimaging and connectomics datasets

Communications biology, 2020-03, Vol.3 (1), p.103-103, Article 103

2020

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Dynamic memory to alleviate catastrophic forgetting in continual learning with medical imaging

Nature communications, 2021-09, Vol.12 (1), p.5678-5678, Article 5678

2021

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Parcellating cortical functional networks in individuals

Nature neuroscience, 2015-12, Vol.18 (12), p.1853

2015

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

Investigative ophthalmology & visual science, 2017-06, Vol.58 (7), p.3240-3248

2017

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Cross-species functional alignment reveals evolutionary hierarchy within the connectome

NeuroImage (Orlando, Fla.), 2020-12, Vol.223, p.117346-117346, Article 117346

2020

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Fetal MRI-based artificial intelligence in gestational age prediction——a practical solution to an unsolved problem?

European radiology, 2021-06, Vol.31 (6), p.3773-3774

2021

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

PLoS biology, 2019-03, Vol.17 (3), p.e2007032-e2007032

2019

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Correction to: Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma

European radiology, 2021-11, Vol.31 (11), p.8818-8819

2021

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Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma

European radiology, 2021-08, Vol.31 (8), p.5443-5453

2021

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Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks

IEEE transactions on medical imaging, 2016-11, Vol.35 (11), p.2459-2475

2016

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

Medical image analysis, 2013-12, Vol.17 (8), p.1304-1314

2013

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

Cerebral cortex (New York, N.Y. 1991), 2016-10, Vol.26 (10), p.4004-4014

2016

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Editorial: Impact of Breast MRI on Breast Cancer Treatment and Prognosis

Frontiers in oncology, 2022-03, Vol.12, p.825101-825101

2022

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Artificial intelligence in medical imaging is a tool for clinical routine and scientific discovery

Seminars in arthritis and rheumatism, 2024-02, Vol.64, p.152321-152321, Article 152321

Langs, Georg

2024

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Predicting Macular Edema Recurrence from Spatio-Temporal Signatures in Optical Coherence Tomography Images

IEEE transactions on medical imaging, 2017-09, Vol.36 (9), p.1773-1783

2017

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

European radiology, 2019-12, Vol.29 (12), p.6385-6395

2019

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Evolution of cortical geometry and its link to function, behaviour and ecology

Nature communications, 2023-04, Vol.14 (1), p.2252-2252, Article 2252

2023

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Motion correction and volumetric reconstruction for fetal functional magnetic resonance imaging data

NeuroImage (Orlando, Fla.), 2022-07, Vol.255, p.119213-119213, Article 119213

2022

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Distributed changes of the functional connectome in patients with glioblastoma

Scientific reports, 2020-10, Vol.10 (1), p.18312-18312, Article 18312

2020

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

NeuroImage (Orlando, Fla.), 2020-11, Vol.222, p.117232-117232, Article 117232

2020

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

Causability and explainability of artificial intelligence in medicine

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

Situating the default-mode network along a principal gradient of macroscale cortical organization

Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT

BrainSpace: a toolbox for the analysis of macroscale gradients in neuroimaging and connectomics datasets

Dynamic memory to alleviate catastrophic forgetting in continual learning with medical imaging

Parcellating cortical functional networks in individuals

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

Cross-species functional alignment reveals evolutionary hierarchy within the connectome

Fetal MRI-based artificial intelligence in gestational age prediction——a practical solution to an unsolved problem?

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

Correction to: Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma

Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma

Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks

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

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

Editorial: Impact of Breast MRI on Breast Cancer Treatment and Prognosis

Artificial intelligence in medical imaging is a tool for clinical routine and scientific discovery

Predicting Macular Edema Recurrence from Spatio-Temporal Signatures in Optical Coherence Tomography Images

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

Evolution of cortical geometry and its link to function, behaviour and ecology

Motion correction and volumetric reconstruction for fetal functional magnetic resonance imaging data

Distributed changes of the functional connectome in patients with glioblastoma

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

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