Automated brain extraction of multisequence MRI using artificial neural networks
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
Published in Human brain mapping (01.12.2019)
Published in Human brain mapping (01.12.2019)
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Fiberfox: Facilitating the creation of realistic white matter software phantoms
Neher, Peter F., Laun, Frederik B., Stieltjes, Bram, Maier-Hein, Klaus H.
Published in Magnetic resonance in medicine (01.11.2014)
Published in Magnetic resonance in medicine (01.11.2014)
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Journal Article
Prediction of malignancy by a radiomic signature from contrast agent‐free diffusion MRI in suspicious breast lesions found on screening mammography
Bickelhaupt, Sebastian, Paech, Daniel, Kickingereder, Philipp, Steudle, Franziska, Lederer, Wolfgang, Daniel, Heidi, Götz, Michael, Gählert, Nils, Tichy, Diana, Wiesenfarth, Manuel, Laun, Frederik B., Maier‐Hein, Klaus H., Schlemmer, Heinz‐Peter, Bonekamp, David
Published in Journal of magnetic resonance imaging (01.08.2017)
Published in Journal of magnetic resonance imaging (01.08.2017)
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Journal Article
Weakly Supervised MRI Slice‐Level Deep Learning Classification of Prostate Cancer Approximates Full Voxel‐ and Slice‐Level Annotation: Effect of Increasing Training Set Size
Weißer, Cedric, Netzer, Nils, Görtz, Magdalena, Schütz, Viktoria, Hielscher, Thomas, Schwab, Constantin, Hohenfellner, Markus, Schlemmer, Heinz‐Peter, Maier‐Hein, Klaus H., Bonekamp, David
Published in Journal of magnetic resonance imaging (01.04.2024)
Published in Journal of magnetic resonance imaging (01.04.2024)
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Journal Article
TractSeg - Fast and accurate white matter tract segmentation
Wasserthal, Jakob, Neher, Peter, Maier-Hein, Klaus H.
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
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Journal Article
The DTI Challenge: Toward Standardized Evaluation of Diffusion Tensor Imaging Tractography for Neurosurgery
Pujol, Sonia, Wells, William, Pierpaoli, Carlo, Brun, Caroline, Gee, James, Cheng, Guang, Vemuri, Baba, Commowick, Olivier, Prima, Sylvain, Stamm, Aymeric, Goubran, Maged, Khan, Ali, Peters, Terry, Neher, Peter, Maier-Hein, Klaus H, Shi, Yundi, Tristan-Vega, Antonio, Veni, Gopalkrishna, Whitaker, Ross, Styner, Martin, Westin, Carl-Fredrik, Gouttard, Sylvain, Norton, Isaiah, Chauvin, Laurent, Mamata, Hatsuho, Gerig, Guido, Nabavi, Arya, Golby, Alexandra, Kikinis, Ron
Published in Journal of neuroimaging (01.11.2015)
Published in Journal of neuroimaging (01.11.2015)
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Journal Article
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
Isensee, Fabian, Jaeger, Paul F., Kohl, Simon A. A., Petersen, Jens, Maier-Hein, Klaus H.
Published in Nature methods (01.02.2021)
Published in Nature methods (01.02.2021)
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Journal Article
Classification of Cancer at Prostate MRI: Deep Learning versus Clinical PI-RADS Assessment
Schelb, Patrick, Kohl, Simon, Radtke, Jan Philipp, Wiesenfarth, Manuel, Kickingereder, Philipp, Bickelhaupt, Sebastian, Kuder, Tristan Anselm, Stenzinger, Albrecht, Hohenfellner, Markus, Schlemmer, Heinz-Peter, Maier-Hein, Klaus H, Bonekamp, David
Published in Radiology (01.12.2019)
Published in Radiology (01.12.2019)
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Journal Article
Combined tract segmentation and orientation mapping for bundle-specific tractography
Wasserthal, Jakob, Neher, Peter F., Hirjak, Dusan, Maier-Hein, Klaus H.
Published in Medical image analysis (01.12.2019)
Published in Medical image analysis (01.12.2019)
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Journal Article
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation
Kavur, A. Emre, Gezer, N. Sinem, Barış, Mustafa, Aslan, Sinem, Conze, Pierre-Henri, Groza, Vladimir, Pham, Duc Duy, Chatterjee, Soumick, Ernst, Philipp, Özkan, Savaş, Baydar, Bora, Lachinov, Dmitry, Han, Shuo, Pauli, Josef, Isensee, Fabian, Perkonigg, Matthias, Sathish, Rachana, Rajan, Ronnie, Sheet, Debdoot, Dovletov, Gurbandurdy, Speck, Oliver, Nürnberger, Andreas, Maier-Hein, Klaus H., Bozdağı Akar, Gözde, Ünal, Gözde, Dicle, Oğuz, Selver, M. Alper
Published in Medical image analysis (01.04.2021)
Published in Medical image analysis (01.04.2021)
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Journal Article
Large-scale Radiomic Profiling of Recurrent Glioblastoma Identifies an Imaging Predictor for Stratifying Anti-Angiogenic Treatment Response
Kickingereder, Philipp, Götz, Michael, Muschelli, John, Wick, Antje, Neuberger, Ulf, Shinohara, Russell T, Sill, Martin, Nowosielski, Martha, Schlemmer, Heinz-Peter, Radbruch, Alexander, Wick, Wolfgang, Bendszus, Martin, Maier-Hein, Klaus H, Bonekamp, David
Published in Clinical cancer research (01.12.2016)
Published in Clinical cancer research (01.12.2016)
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Journal Article
Multiparametric mapping of white matter microstructure in catatonia
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
Published in Neuropsychopharmacology (New York, N.Y.) (01.09.2020)
Published in Neuropsychopharmacology (New York, N.Y.) (01.09.2020)
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Journal Article
The potential of federated learning for self-configuring medical object detection in heterogeneous data distributions
Rashidi, Gabriel, Bounias, Dimitrios, Bujotzek, Markus, Mora, Andrés Martínez, Neher, Peter, Maier-Hein, Klaus H.
Published in Scientific reports (11.10.2024)
Published in Scientific reports (11.10.2024)
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Journal Article
Simulated clinical deployment of fully automatic deep learning for clinical prostate MRI assessment
Schelb, Patrick, Wang, Xianfeng, Radtke, Jan Philipp, Wiesenfarth, Manuel, Kickingereder, Philipp, Stenzinger, Albrecht, Hohenfellner, Markus, Schlemmer, Heinz-Peter, Maier-Hein, Klaus H., Bonekamp, David
Published in European radiology (01.01.2021)
Published in European radiology (01.01.2021)
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Journal Article
Strengths and weaknesses of state of the art fiber tractography pipelines – A comprehensive in-vivo and phantom evaluation study using Tractometer
Neher, Peter F., Descoteaux, Maxime, Houde, Jean-Christophe, Stieltjes, Bram, Maier-Hein, Klaus H.
Published in Medical image analysis (01.12.2015)
Published in Medical image analysis (01.12.2015)
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Journal Article
Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge
Roth, Holger R., Xu, Ziyue, Tor-Díez, Carlos, Sanchez Jacob, Ramon, Zember, Jonathan, Molto, Jose, Li, Wenqi, Xu, Sheng, Turkbey, Baris, Turkbey, Evrim, Yang, Dong, Harouni, Ahmed, Rieke, Nicola, Hu, Shishuai, Isensee, Fabian, Tang, Claire, Yu, Qinji, Sölter, Jan, Zheng, Tong, Liauchuk, Vitali, Zhou, Ziqi, Moltz, Jan Hendrik, Oliveira, Bruno, Xia, Yong, Maier-Hein, Klaus H., Li, Qikai, Husch, Andreas, Zhang, Luyang, Kovalev, Vassili, Kang, Li, Hering, Alessa, Vilaça, João L., Flores, Mona, Xu, Daguang, Wood, Bradford, Linguraru, Marius George
Published in Medical image analysis (01.11.2022)
Published in Medical image analysis (01.11.2022)
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Journal Article
Widespread white matter degeneration preceding the onset of dementia
Maier-Hein, Klaus H, Westin, Carl-Fredrik, Shenton, Martha E, Weiner, Michael W, Raj, Ashish, Thomann, Philipp, Kikinis, Ron, Stieltjes, Bram, Pasternak, Ofer
Published in Alzheimer's & dementia (01.05.2015)
Published in Alzheimer's & dementia (01.05.2015)
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