Gene expression inhibition of N-Myc downregulated gene 1 (NDRG1) monitoring and facilitation via transfectional transfer of NDRG1-siRNA constructs into- in vitro-cultured human glioblastoma cells. - Harun M. Said; Buelent Polat; Matthias Guckenberger; Adrian Staab; Carsten Hagemann; Jelena Anacker; Michael Flentje; Dirk Vordermark (BMEI, 2011)

Monitoring Patients in Ambulatory Palliative Care: A Design for an Observational Study. - Vanessa C. Klaas; Alberto Calatroni; Michael Hardegger; Matthias Guckenberger; Gudrun Theile; Gerhard Tröster (MobiHealth, 2016)

Comparison of MR Preprocessing Strategies and Sequences for Radiomics-Based MGMT Prediction. - Daniel Abler; Vincent Andrearczyk; Valentin Oreiller; Javier Barranco Garcia; Diem Vuong; Stephanie Tanadini-Lang; Matthias Guckenberger; Mauricio Reyes 001; Adrien Depeursinge (BrainLes@MICCAI (2), 2021)

Monitoring Patients in Ambulatory Palliative Care: a Design for an Observational Study. - Vanessa C. Klaas; Alberto Calatroni; Matea Pavic; Matthias Guckenberger; Gudrun Theile; Gerhard Tröster (EAI Endorsed Trans. Mob. Commun. Appl., 2021)

Diagnostic Accuracy and Reliability of Deep Learning-Based Human Papillomavirus Status Prediction in Oropharyngeal Cancer. - Agustina La Greca Saint-Esteven; Chiara Marchiori; Marta Bogowicz; Javier Barranco Garcia; Zahra Khodabakhshi; Ender Konukoglu; Oliver Riesterer; Panagiotis Balermpas; Martin Hüllner; A. Cristiano I. Malossi; Matthias Guckenberger; Janita E. van Timmeren; et al. (MICAD, 2022)

A 2.5D convolutional neural network for HPV prediction in advanced oropharyngeal cancer. - Agustina La Greca Saint-Esteven; Marta Bogowicz; Ender Konukoglu; Oliver Riesterer; Panagiotis Balermpas; Matthias Guckenberger; Stephanie Tanadini-Lang; Janita E. van Timmeren (Comput. Biol. Medicine, 2022)

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)

The added value for MRI radiomics and deep-learning for glioblastoma prognostication compared to clinical and molecular information. - Daniel Abler; O. Pusterla; A. Joye-Kühnis; Nicolaus Andratschke; Meritxell Bach; A. Bink; S. M. Christ; Patric Hagmann; B. Pouymayou; E. Pravatà; Piotr Radojewski; Mauricio Reyes 001; et al. (CoRR, 2025)