Search Results for author: Thomas Wolfers

Found 3 papers, 3 papers with code

Learning Cortical Anomaly through Masked Encoding for Unsupervised Heterogeneity Mapping

1 code implementation5 Dec 2023 Hao-Chun Yang, Ole Andreassen, Lars Tjelta Westlye, Andre F. Marquand, Christian F. Beckmann, Thomas Wolfers

Altogether, we demonstrate a scalable approach for anomaly detection of complex brain disorders based on cortical abnormalities.

Anomaly Detection

Unsupervised Anomaly Detection using Aggregated Normative Diffusion

1 code implementation4 Dec 2023 Alexander Frotscher, Jaivardhan Kapoor, Thomas Wolfers, Christian F. Baumgartner

Early detection of anomalies in medical images such as brain MRI is highly relevant for diagnosis and treatment of many conditions.

Denoising Unsupervised Anomaly Detection

Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data

1 code implementation25 May 2020 Seyed Mostafa Kia, Hester Huijsdens, Richard Dinga, Thomas Wolfers, Maarten Mennes, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand

Clinical neuroimaging has recently witnessed explosive growth in data availability which brings studying heterogeneity in clinical cohorts to the spotlight.

regression

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