Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. - Yixing Huang; Christoph Bert; Philipp Sommer; Benjamin Frey; Udo Gaipl; Luitpold V. Distel; Thomas Weissmann; Michael Uder; Manuel A. Schmidt; Arnd Dörfler; Andreas K. Maier; Rainer Fietkau; et al. (CoRR, 2021)

Brain tissues have single-voxel signatures in multi-spectral MRI. - Alexander German; Angelika Mennecke; Jan Martin; Jannis Hanspach; Andrzej Liebert; Jürgen Herrler; Tristan Anselm Kuder; Manuel A. Schmidt; Armin M. Nagel; Michael Uder; Arnd Doerfler; Jürgen Winkler; et al. (NeuroImage, 2021)

Nonparametric D-R1-R2 distribution MRI of the living human brain. - Jan Martin; Alexis Reymbaut; Manuel A. Schmidt; Arnd Doerfler; Michael Uder; Frederik Bernd Laun; Daniel Topgaard (NeuroImage, 2021)

Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification. - Yixing Huang; Christoph Bert; Stefan Fischer; Manuel A. Schmidt; Arnd Dörfler; Andreas K. Maier; Rainer Fietkau; Florian Putz (CoRR, 2022)

Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning. - Philipp Sommer; Yixing Huang; Christoph Bert; Andreas K. Maier; Manuel A. Schmidt; Arnd Dörfler; Rainer Fietkau; Florian Putz (CoRR, 2023)

Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation. - Yixing Huang; Zahra Khodabakhshi; Ahmed Gomaa; Manuel A. Schmidt; Rainer Fietkau; Matthias Guckenberger; Nicolaus Andratschke; Christoph Bert; Stephanie Tanadini-Lang; Florian Putz (CoRR, 2024)

Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma. - Ahmed Gomaa; Yixing Huang; Amr Hagag; Charlotte Schmitter; Daniel Höfler; Thomas Weissmann; Katharina Breininger; Manuel A. Schmidt; Jenny Stritzelberger; Daniel Delev; Roland Coras; Arnd Dörfler; et al. (CoRR, 2024)

A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma. - Ahmed Gomaa; Yixing Huang; Pluvio Stephan; Katharina Breininger; Benjamin Frey; Arnd Dörfler; Oliver Schnell; Daniel Delev; Roland Coras; Charlotte Schmitter; Jenny Stritzelberger; Sabine Semrau; et al. (CoRR, 2025)