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Automated brain extraction of multisequence MRI using artificial neural networks
Author / Creator:Isensee, Fabian ; Schell, Marianne ; Pflueger, Irada ; Brugnara, Gianluca ; Bonekamp, David ; Neuberger, Ulf ; Wick, Antje ; Schlemmer, Heinz‐Peter ; Heiland, Sabine ; Wick, Wolfgang ; Bendszus, Martin ; Maier‐Hein, Klaus H. ; Kickingereder, Philipp
Publisher:Hoboken, USA: John Wiley & Sons, Inc
Journal title:Human brain mapping, 2019-12, Vol.40 (17), p.4952-4964
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TractSeg - Fast and accurate white matter tract segmentation
Author / Creator:Wasserthal, Jakob ; Neher, Peter ; Maier-Hein, Klaus H.
Publisher:United States: Elsevier Inc
Journal title:NeuroImage (Orlando, Fla.), 2018-12, Vol.183, p.239-253
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nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
Author / Creator:Isensee, Fabian ; Jaeger, Paul F. ; Kohl, Simon A. A. ; Petersen, Jens ; Maier-Hein, Klaus H.
Publisher:New York: Nature Publishing Group US
Journal title:Nature methods, 2021-02, Vol.18 (2), p.203-211
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Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge
Author / Creator:Timmins, Kimberley M. ; van der Schaaf, Irene C. ; Bennink, Edwin ; Ruigrok, Ynte M. ; An, Xingle ; Baumgartner, Michael ; Bourdon, Pascal ; De Feo, Riccardo ; Noto, Tommaso Di ; Dubost, Florian ; Fava-Sanches, Augusto ; Feng, Xue ; Giroud, Corentin ; Group, Inteneural ; Hu, Minghui ; Jaeger, Paul F. ; Kaiponen, Juhana ; Klimont, Michał ; Li, Yuexiang ; Li, Hongwei ; Lin, Yi ; Loehr, Timo ; Ma, Jun ; Maier-Hein, Klaus H. ; Marie, Guillaume ; Menze, Bjoern ; Richiardi, Jonas ; Rjiba, Saifeddine ; Shah, Dhaval ; Shit, Suprosanna ; Tohka, Jussi ; Urruty, Thierry ; Walińska, Urszula ; Yang, Xiaoping ; Yang, Yunqiao ; Yin, Yin ; Velthuis, Birgitta K. ; Kuijf, Hugo J.
Publisher:Amsterdam: Elsevier Inc
Journal title:NeuroImage, 2021-09, Vol.238, p.118216, Article 118216
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Methodological considerations on tract-based spatial statistics (TBSS)
Author / Creator:Bach, Michael ; Laun, Frederik B. ; Leemans, Alexander ; Tax, Chantal M.W. ; Biessels, Geert J. ; Stieltjes, Bram ; Maier-Hein, Klaus H.
Publisher:United States: Elsevier Inc
Journal title:NeuroImage (Orlando, Fla.), 2014-10, Vol.100, p.358-369
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Multiparametric mapping of white matter microstructure in catatonia
Author / Creator:Wasserthal Jakob ; Maier-Hein, Klaus H ; Neher, Peter F ; Northoff Georg ; Kubera, Katharina M ; Fritze, Stefan ; Harneit Anais ; Geiger, Lena S ; Tost Heike ; Wolf, Robert C ; Hirjak Dusan
Publisher:New York: Nature Publishing Group
Journal title:Neuropsychopharmacology (New York, N.Y.), 2020-09, Vol.45 (10), p.1750-1757
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Simulated clinical deployment of fully automatic deep learning for clinical prostate MRI assessment
Author / Creator:Schelb, Patrick ; Wang, Xianfeng ; Radtke, Jan Philipp ; Wiesenfarth, Manuel ; Kickingereder, Philipp ; Stenzinger, Albrecht ; Hohenfellner, Markus ; Schlemmer, Heinz-Peter ; Maier-Hein, Klaus H. ; Bonekamp, David
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2021-01, Vol.31 (1), p.302-313
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The potential of federated learning for self-configuring medical object detection in heterogeneous data distributions
Author / Creator:Rashidi, Gabriel ; Bounias, Dimitrios ; Bujotzek, Markus ; Mora, Andrés Martínez ; Neher, Peter ; Maier-Hein, Klaus H.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-10, Vol.14 (1), p.23844-12, Article 23844
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Early Detection of Malignant Transformation in Resected WHO II Low-Grade Glioma Using Diffusion Tensor-Derived Quantitative Measures
Author / Creator:Freitag, Martin T. ; Maier-Hein, Klaus H. ; Binczyk, Francisczek ; Laun, Frederik B. ; Weber, Christian ; Bonekamp, David ; Tarnawski, Rafal ; Bobek-Billewicz, Barbara ; Polanska, Joanna ; Majchrzak, Henryk ; Stieltjes, Bram
Publisher:United States: Public Library of Science
Journal title:PloS one, 2016-10, Vol.11 (10), p.e0164679
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Addressing image misalignments in multi-parametric prostate MRI for enhanced computer-aided diagnosis of prostate cancer
Author / Creator:Kovacs, Balint ; Netzer, Nils ; Baumgartner, Michael ; Schrader, Adrian ; Isensee, Fabian ; Weißer, Cedric ; Wolf, Ivo ; Görtz, Magdalena ; Jaeger, Paul F. ; Schütz, Victoria ; Floca, Ralf ; Gnirs, Regula ; Stenzinger, Albrecht ; Hohenfellner, Markus ; Schlemmer, Heinz-Peter ; Bonekamp, David ; Maier-Hein, Klaus H.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2023-11, Vol.13 (1), p.19805-12, Article 19805
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Fully Automated Segmentation of Pulmonary Fibrosis Using Different Software Tools
Author / Creator:Ley-Zaporozhan, Julia ; Giannakis, Athanasios ; Norajitra, Tobias ; Weinheimer, Oliver ; Kehler, Lars ; Dinkel, Julien ; Ganter, Claudia ; Ley, Sebastian ; Van Lunteren, Csilla ; Eichinger, Monika ; Heussel, Gudula ; Kauczor, Hans-Ulrich ; Maier-Hein, Klaus H. ; Kreuter, Michael ; Heussel, Claus Peter
Publisher:Basel, Switzerland: S. Karger AG
Journal title:Respiration, 2021-07, Vol.100 (7), p.580-587
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Deep MRI brain extraction: A 3D convolutional neural network for skull stripping
Author / Creator:Kleesiek, Jens ; Urban, Gregor ; Hubert, Alexander ; Schwarz, Daniel ; Maier-Hein, Klaus ; Bendszus, Martin ; Biller, Armin
Publisher:United States: Elsevier Inc
Journal title:NeuroImage (Orlando, Fla.), 2016-04, Vol.129, p.460-469
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Radiomic tractometry reveals tract-specific imaging biomarkers in white matter
Author / Creator:Neher, Peter ; Hirjak, Dusan ; Maier-Hein, Klaus
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2024-01, Vol.15 (1), p.303-11, Article 303
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Enhancing deep learning methods for brain metastasis detection through cross-technique annotations on SPACE MRI
Author / Creator:Wald, Tassilo ; Hamm, Benjamin ; Holzschuh, Julius C. ; El Shafie, Rami ; Kudak, Andreas ; Kovacs, Balint ; Pflüger, Irada ; von Nettelbladt, Bastian ; Ulrich, Constantin ; Baumgartner, Michael Anton ; Vollmuth, Philipp ; Debus, Jürgen ; Maier-Hein, Klaus H. ; Welzel, Thomas
Publisher:Vienna: Springer Vienna
Journal title:European radiology experimental, 2025-02, Vol.9 (1), p.15-14, Article 15
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Early Brain Loss in Circuits Affected by Alzheimer's Disease is Predicted by Fornix Microstructure but may be Independent of Gray Matter
Author / Creator:Fletcher, Evan ; Carmichael, Owen ; Pasternak, Ofer ; Maier-Hein, Klaus H ; DeCarli, Charles
Publisher:Switzerland: Frontiers Research Foundation
Journal title:Frontiers in aging neuroscience, 2014-05, Vol.6, p.106
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Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study
Author / Creator:Kickingereder, Philipp ; Isensee, Fabian ; Tursunova, Irada ; Petersen, Jens ; Neuberger, Ulf ; Bonekamp, David ; Brugnara, Gianluca ; Schell, Marianne ; Kessler, Tobias ; Foltyn, Martha ; Harting, Inga ; Sahm, Felix ; Prager, Marcel ; Nowosielski, Martha ; Wick, Antje ; Nolden, Marco ; Radbruch, Alexander ; Debus, Jürgen ; Schlemmer, Heinz-Peter ; Heiland, Sabine ; Platten, Michael ; von Deimling, Andreas ; van den Bent, Martin J ; Gorlia, Thierry ; Wick, Wolfgang ; Bendszus, Martin ; Maier-Hein, Klaus H
Publisher:England: Elsevier Ltd
Journal title:The lancet oncology, 2019-05, Vol.20 (5), p.728-740
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The future of digital health with federated learning
Author / Creator:Rieke, Nicola ; Hancox, Jonny ; Li, Wenqi ; Milletarì, Fausto ; Roth, Holger R. ; Albarqouni, Shadi ; Bakas, Spyridon ; Galtier, Mathieu N. ; Landman, Bennett A. ; Maier-Hein, Klaus ; Ourselin, Sébastien ; Sheller, Micah ; Summers, Ronald M. ; Trask, Andrew ; Xu, Daguang ; Baust, Maximilian ; Cardoso, M. Jorge
Publisher:London: Nature Publishing Group UK
Journal title:NPJ digital medicine, 2020-09, Vol.3 (1), p.119-7, Article 119
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Neuroanatomical Markers of Neurological Soft Signs in Recent-Onset Schizophrenia and Asperger-Syndrome
Author / Creator:Hirjak, Dusan ; Wolf, Robert C. ; Paternoga, Isa ; Kubera, Katharina M. ; Thomann, Anne K. ; Stieltjes, Bram ; Maier-Hein, Klaus H. ; Thomann, Philipp A.
Publisher:New York: Springer US
Journal title:Brain topography, 2016-05, Vol.29 (3), p.382-394
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The Cell Tracking Challenge: 10 years of objective benchmarking
Author / Creator:Maška, Martin ; Ulman, Vladimír ; Delgado-Rodriguez, Pablo ; Gómez-de-Mariscal, Estibaliz ; Nečasová, Tereza ; Guerrero Peña, Fidel A. ; Ren, Tsang Ing ; Meyerowitz, Elliot M. ; Scherr, Tim ; Löffler, Katharina ; Mikut, Ralf ; Guo, Tianqi ; Wang, Yin ; Allebach, Jan P. ; Bao, Rina ; Al-Shakarji, Noor M. ; Rahmon, Gani ; Toubal, Imad Eddine ; Palaniappan, Kannappan ; Lux, Filip ; Matula, Petr ; Sugawara, Ko ; Magnusson, Klas E. G. ; Aho, Layton ; Cohen, Andrew R. ; Arbelle, Assaf ; Ben-Haim, Tal ; Raviv, Tammy Riklin ; Isensee, Fabian ; Jäger, Paul F. ; Maier-Hein, Klaus H. ; Zhu, Yanming ; Ederra, Cristina ; Urbiola, Ainhoa ; Meijering, Erik ; Cunha, Alexandre ; Muñoz-Barrutia, Arrate ; Kozubek, Michal ; Ortiz-de-Solórzano, Carlos
Publisher:New York: Nature Publishing Group US
Journal title:Nature methods, 2023-07, Vol.20 (7), p.1010-1020
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ArticlesPeer ReviewedFull Text
Optimal Statistical Incorporation of Independent Feature Stability Information into Radiomics Studies
Author / Creator:Götz, Michael ; Maier-Hein, Klaus H.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2020-01, Vol.10 (1), p.737, Article 737
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Showing 1 to 20 of 168 results

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Automated brain extraction of multisequence MRI using artificial neural networks

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TractSeg - Fast and accurate white matter tract segmentation

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

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

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Methodological considerations on tract-based spatial statistics (TBSS)

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Multiparametric mapping of white matter microstructure in catatonia

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

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The potential of federated learning for self-configuring medical object detection in heterogeneous data distributions

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

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Addressing image misalignments in multi-parametric prostate MRI for enhanced computer-aided diagnosis of prostate cancer

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Fully Automated Segmentation of Pulmonary Fibrosis Using Different Software Tools

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Deep MRI brain extraction: A 3D convolutional neural network for skull stripping

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Radiomic tractometry reveals tract-specific imaging biomarkers in white matter

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Enhancing deep learning methods for brain metastasis detection through cross-technique annotations on SPACE MRI

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Early Brain Loss in Circuits Affected by Alzheimer's Disease is Predicted by Fornix Microstructure but may be Independent of Gray Matter

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Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study

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The future of digital health with federated learning

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Neuroanatomical Markers of Neurological Soft Signs in Recent-Onset Schizophrenia and Asperger-Syndrome

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The Cell Tracking Challenge: 10 years of objective benchmarking

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Optimal Statistical Incorporation of Independent Feature Stability Information into Radiomics Studies

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