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Automated brain extraction of multisequence MRI using artificial neural networks

Human brain mapping, 2019-12, Vol.40 (17), p.4952-4964

2019

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TractSeg - Fast and accurate white matter tract segmentation

NeuroImage (Orlando, Fla.), 2018-12, Vol.183, p.239-253

2018

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nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

Nature methods, 2021-02, Vol.18 (2), p.203

2021

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Fiberfox: Facilitating the creation of realistic white matter software phantoms

Magnetic resonance in medicine, 2014-11, Vol.72 (5), p.1460-1470

2014

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Classification of Cancer at Prostate MRI: Deep Learning versus Clinical PI-RADS Assessment

Radiology, 2019-12, Vol.293 (3), p.607

2019

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Prediction of malignancy by a radiomic signature from contrast agent‐free diffusion MRI in suspicious breast lesions found on screening mammography

Journal of magnetic resonance imaging, 2017-08, Vol.46 (2), p.604-616

2017

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CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation

Medical image analysis, 2021-04, Vol.69, p.101950-101950, Article 101950

2021

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Combined tract segmentation and orientation mapping for bundle-specific tractography

Medical image analysis, 2019-12, Vol.58, p.101559-101559, Article 101559

2019

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Methodological considerations on tract-based spatial statistics (TBSS)

NeuroImage (Orlando, Fla.), 2014-10, Vol.100, p.358-369

2014

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Weakly Supervised MRI Slice‐Level Deep Learning Classification of Prostate Cancer Approximates Full Voxel‐ and Slice‐Level Annotation: Effect of Increasing Training Set Size

Journal of magnetic resonance imaging, 2024-04, Vol.59 (4), p.1409-1422

2024

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Large-scale Radiomic Profiling of Recurrent Glioblastoma Identifies an Imaging Predictor for Stratifying Anti-Angiogenic Treatment Response

Clinical cancer research, 2016-12, Vol.22 (23), p.5765-5771

2016

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3D Statistical Shape Models Incorporating Landmark-Wise Random Regression Forests for Omni-Directional Landmark Detection

IEEE transactions on medical imaging, 2017-01, Vol.36 (1), p.155-168

2017

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The DTI Challenge: Toward Standardized Evaluation of Diffusion Tensor Imaging Tractography for Neurosurgery

Journal of neuroimaging, 2015-11, Vol.25 (6), p.875-882

2015

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Discovering Process Dynamics for Scalable Perovskite Solar Cell Manufacturing with Explainable AI

Advanced materials (Weinheim), 2024-02, Vol.36 (7), p.e2307160-n/a

2024

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Tractography reproducibility challenge with empirical data (TraCED): The 2017 ISMRM diffusion study group challenge

Journal of magnetic resonance imaging, 2020-01, Vol.51 (1), p.234-249

2020

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Bildverarbeitung für die Medizin 2022: Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022

1st Aufl 2022nd edition, 2022

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White matter microstructure variations contribute to neurological soft signs in healthy adults

Human brain mapping, 2017-07, Vol.38 (7), p.3552-3565

2017

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Simulated clinical deployment of fully automatic deep learning for clinical prostate MRI assessment

European radiology, 2021-01, Vol.31 (1), p.302-313

2021

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Multiparametric mapping of white matter microstructure in catatonia

Neuropsychopharmacology (New York, N.Y.), 2020-09, Vol.45 (10), p.1750-1757

2020

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Strengths and weaknesses of state of the art fiber tractography pipelines – A comprehensive in-vivo and phantom evaluation study using Tractometer

Medical image analysis, 2015-12, Vol.26 (1), p.287-305

2015

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Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021

1st Aufl 2021st edition, 2021

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Early Detection of Malignant Transformation in Resected WHO II Low-Grade Glioma Using Diffusion Tensor-Derived Quantitative Measures

PloS one, 2016-10, Vol.11 (10), p.e0164679

2016

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Hippocampal formation alterations differently contribute to autobiographic memory deficits in mild cognitive impairment and Alzheimer's disease

Hippocampus, 2017-06, Vol.27 (6), p.702-715

2017

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Radiomic Profiling of Glioblastoma: Identifying an Imaging Predictor of Patient Survival with Improved Performance over Established Clinical and Radiologic Risk Models

Radiology, 2016-09, Vol.280 (3), p.880

2016

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Automated brain extraction of multisequence MRI using artificial neural networks

TractSeg - Fast and accurate white matter tract segmentation

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

Fiberfox: Facilitating the creation of realistic white matter software phantoms

Classification of Cancer at Prostate MRI: Deep Learning versus Clinical PI-RADS Assessment

Prediction of malignancy by a radiomic signature from contrast agent‐free diffusion MRI in suspicious breast lesions found on screening mammography

CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation

Combined tract segmentation and orientation mapping for bundle-specific tractography

Methodological considerations on tract-based spatial statistics (TBSS)

Weakly Supervised MRI Slice‐Level Deep Learning Classification of Prostate Cancer Approximates Full Voxel‐ and Slice‐Level Annotation: Effect of Increasing Training Set Size

Large-scale Radiomic Profiling of Recurrent Glioblastoma Identifies an Imaging Predictor for Stratifying Anti-Angiogenic Treatment Response

3D Statistical Shape Models Incorporating Landmark-Wise Random Regression Forests for Omni-Directional Landmark Detection

The DTI Challenge: Toward Standardized Evaluation of Diffusion Tensor Imaging Tractography for Neurosurgery

Discovering Process Dynamics for Scalable Perovskite Solar Cell Manufacturing with Explainable AI

Tractography reproducibility challenge with empirical data (TraCED): The 2017 ISMRM diffusion study group challenge

Bildverarbeitung für die Medizin 2022: Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022

White matter microstructure variations contribute to neurological soft signs in healthy adults

Simulated clinical deployment of fully automatic deep learning for clinical prostate MRI assessment

Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge

Multiparametric mapping of white matter microstructure in catatonia

Strengths and weaknesses of state of the art fiber tractography pipelines – A comprehensive in-vivo and phantom evaluation study using Tractometer

Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021

Early Detection of Malignant Transformation in Resected WHO II Low-Grade Glioma Using Diffusion Tensor-Derived Quantitative Measures

Hippocampal formation alterations differently contribute to autobiographic memory deficits in mild cognitive impairment and Alzheimer's disease

Radiomic Profiling of Glioblastoma: Identifying an Imaging Predictor of Patient Survival with Improved Performance over Established Clinical and Radiologic Risk Models

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