Beyond cost function masking: RPCA-based non-linear registration in the context of VLSM. - René Werner; Matthias Wilms; Bastian Cheng; Nils Daniel Forkert (PRNI, 2016)

Modeling of Large-Scale Functional Brain Networks Based on Structural Connectivity from DTI: Comparison with EEG Derived Phase Coupling Networks and Evaluation of Alternative Methods along the Modeling Path. - Holger Finger; Marlene Bönstrup; Bastian Cheng; Arnaud Messé; Claus C. Hilgetag; Götz Thomalla; Christian Gerloff; Peter König (PLoS Comput. Biol., 2016)

Low Rank and Sparse Matrix Decomposition as Stroke Segmentation Prior: Useful or Not? A Random Forest-Based Evaluation Study. - René Werner; Daniel Schetelig; Thilo Sothmann; Eike Mücke; Matthias Wilms; Bastian Cheng; Nils Daniel Forkert (Bildverarbeitung für die Medizin, 2017)

Automatic classification of cardioembolic and arteriosclerotic ischemic strokes from apparent diffusion coefficient datasets using texture analysis and deep learning. - Javier Villafruela; Sebastian Crites; Bastian Cheng; Christian Knaack; Götz Thomalla; Bijoy K. Menon; Nils Daniel Forkert (Computer-Aided Diagnosis, 2017)

Exploring DeepMedic for the purpose of segmenting white matter hyperintensity lesions. - Fiona Lippert; Bastian Cheng; Amir Golsari; Florian Weiler; Johannes Gregori; Götz Thomalla; Jan Klein 001 (Computer-Aided Diagnosis, 2018)

Data Pooling and Sampling of Heterogeneous Image Data for White Matter Hyperintensity Segmentation. - Annika Hänsch; Bastian Cheng; Benedikt Frey; Carola Mayer; Marvin Petersen; Iris Lettow; Farhad Yazdan Shenas; Götz Thomalla; Jan Klein 001; Horst K. Hahn (OR/MLCN@MICCAI, 2019)

Supervised Contrastive Learning to Classify Paranasal Anomalies in the Maxillary Sinus. - Debayan Bhattacharya; Benjamin Tobias Becker; Finn Behrendt; Marcel Bengs; Dirk Beyersdorff; Dennis Eggert; Elina Petersen; Florian Jansen; Marvin Petersen; Bastian Cheng; Christian Betz; Alexander Schlaefer; et al. (MICCAI (3), 2022)

Brain network architecture constrains age-related cortical thinning. - Marvin Petersen; Felix L. Nägele; Carola Mayer; Maximilian Schell; D. Leander Rimmele; Elina Petersen; Simone Kühn; Jürgen Gallinat; Uta Hanning; Jens Fiehler; Raphael Twerenbold; Christian Gerloff; et al. (NeuroImage, 2022)

Unsupervised anomaly detection of paranasal anomalies in the maxillary sinus. - Debayan Bhattacharya; Finn Behrendt; Benjamin Tobias Becker; Dirk Beyersdorff; Elina Petersen; Marvin Petersen; Bastian Cheng; Dennis Eggert; Christian Betz; Anna Sophie Hoffmann; Alexander Schlaefer (Computer-Aided Diagnosis, 2023)

Longititudinal acute stroke study: structural brain connectomes. - Bastian Cheng (UHH-FDR, 2023)

Multiple instance ensembling for paranasal anomaly classification in the maxillary sinus. - Debayan Bhattacharya; Finn Behrendt; Benjamin Tobias Becker; Dirk Beyersdorff; Elina Petersen; Marvin Petersen; Bastian Cheng; Dennis Eggert; Christian Betz; Anna Sophie Hoffmann; Alexander Schlaefer (Int. J. Comput. Assist. Radiol. Surg., 2024)

Self-supervised learning for classifying paranasal anomalies in the maxillary sinus. - Debayan Bhattacharya; Finn Behrendt; Benjamin Tobias Becker; Lennart Maack; Dirk Beyersdorff; Elina Petersen; Marvin Petersen; Bastian Cheng; Dennis Eggert; Christian Betz; Anna Sophie Hoffmann; Alexander Schlaefer (Int. J. Comput. Assist. Radiol. Surg., 2024)