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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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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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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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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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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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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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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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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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
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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Discovering Process Dynamics for Scalable Perovskite Solar Cell Manufacturing with Explainable AI
Klein, Lukas, Ziegler, Sebastian, Laufer, Felix, Debus, Charlotte, Götz, Markus, Maier‐Hein, Klaus, Paetzold, Ulrich W., Isensee, Fabian, Jäger, Paul F.
Published in Advanced materials (Weinheim) (01.02.2024)
Published in Advanced materials (Weinheim) (01.02.2024)
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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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Tractography reproducibility challenge with empirical data (TraCED): The 2017 ISMRM diffusion study group challenge
Nath, Vishwesh, Schilling, Kurt G., Parvathaneni, Prasanna, Huo, Yuankai, Blaber, Justin A., Hainline, Allison E., Barakovic, Muhamed, Romascano, David, Rafael‐Patino, Jonathan, Frigo, Matteo, Girard, Gabriel, Thiran, Jean‐Philippe, Daducci, Alessandro, Rowe, Matt, Rodrigues, Paulo, Prčkovska, Vesna, Aydogan, Dogu B., Sun, Wei, Shi, Yonggang, Parker, William A., Ould Ismail, Abdol A., Verma, Ragini, Cabeen, Ryan P., Toga, Arthur W., Newton, Allen T., Wasserthal, Jakob, Neher, Peter, Maier‐Hein, Klaus, Savini, Giovanni, Palesi, Fulvia, Kaden, Enrico, Wu, Ye, He, Jianzhong, Feng, Yuanjing, Paquette, Michael, Rheault, Francois, Sidhu, Jasmeen, Lebel, Catherine, Leemans, Alexander, Descoteaux, Maxime, Dyrby, Tim B., Kang, Hakmook, Landman, Bennett A.
Published in Journal of magnetic resonance imaging (01.01.2020)
Published in Journal of magnetic resonance imaging (01.01.2020)
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Reproducible Radiomics Features from Multi-MRI-Scanner Test-Retest-Study: Influence on Performance and Generalizability of Models
Wennmann, Markus, Rotkopf, Lukas T, Bauer, Fabian, Hielscher, Thomas, Kächele, Jessica, Mai, Elias K, Weinhold, Niels, Raab, Marc-Steffen, Goldschmidt, Hartmut, Weber, Tim F, Schlemmer, Heinz-Peter, Delorme, Stefan, Maier-Hein, Klaus, Neher, Peter
Published in Journal of magnetic resonance imaging (11.05.2024)
Published in Journal of magnetic resonance imaging (11.05.2024)
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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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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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Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge
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.
Published in NeuroImage (Orlando, Fla.) (01.09.2021)
Published in NeuroImage (Orlando, Fla.) (01.09.2021)
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