Publications by authors named "Hubert Gabrys"

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Deep learning [F]-FDG-PET/CT‑based algorithm for tumor burden estimation in metastatic melanoma patients under immunotherapy.
Lorenzo Lo Faro, Hubert S Gabryś, Simon Burgermeister, Daniel Abler, Maksym Fritsak

Clin Transl Radiat Oncol· January 2026

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N-Peaks: MRI intensity normalization based on normal tissue histogram peak intensities.
Philipp Wallimann, Janita E van Timmeren, Hubert S Gabrys, Zahra Khodabakhshi, Mariia Lapaeva

Phys Med Biol· December 2025

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Safety in MR-enhanced daily adaptive SBRT Radiotherapy using a conventional C-arm linear accelerator: An FMEA approach.
Lotte Wilke, Sebastian M Christ, Riccardo Dal Bello, Elizabeth Denney, Silvia Fabiano

Z Med Phys· November 2025

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First implementation of photon-counting dector computed tomography for optimizing segmentation in head-and-neck cancer radiotherapy.
Niccolò Bertini, Hubert S Gabryś, Hatem Alkadhi, Lotte Wilke, Patrick Wohlfahrt

Phys Imaging Radiat Oncol· October 2025

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Cone-beam computed tomography-based online adaptive radiotherapy of esophageal cancer in the neoadjuvant setting: Dosimetric analysis, toxicity and treatment response.
Nicolas Bachmann, Maiwand Ahmadsei, Moritz Hürlimann, Hubert S Gabrys, Daniel Schmidhalter

Radiother Oncol· August 2025

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Postoperative stereotactic radiosurgery (SRS) vs hypofractionated stereotactic radiotherapy (SRT) for resected brain metastases - a single centre analysis.
Lena Kretzschmar, Hubert Gabrys, Anja Joye, Johannes Kraft, Matthias Guckenberger

Clin Exp Metastasis· February 2025

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Radiomics on slice-reduced versus full-chest computed tomography for diagnosis and staging of interstitial lung disease in systemic sclerosis: A comparative analysis.
Anja A Joye, Marta Bogowicz, Janine Gote-Schniering, Thomas Frauenfelder, Matthias Guckenberger

Eur J Radiol Open· December 2024

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Radioproteomics stratifies molecular response to antifibrotic treatment in pulmonary fibrosis.
David Lauer, Cheryl Y Magnin, Luca R Kolly, Huijuan Wang, Matthias Brunner

JCI Insight· July 2024

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Magnetic resonance imaging radiomic features stability in brain metastases: Impact of image preprocessing, image-, and feature-level harmonization.
Zahra Khodabakhshi, Hubert Gabrys, Philipp Wallimann, Matthias Guckenberger, Nicolaus Andratschke

Phys Imaging Radiat Oncol· April 2024

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The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights.
Philip Whybra, Alex Zwanenburg, Vincent Andrearczyk, Roger Schaer, Aditya P Apte

Radiology· February 2024

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Transferability of radiomic signatures from experimental to human interstitial lung disease.
Hubert S Gabryś, Janine Gote-Schniering, Matthias Brunner, Marta Bogowicz, Christian Blüthgen

Front Med (Lausanne)· November 2022

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Computed tomography-based radiomics decodes prognostic and molecular differences in interstitial lung disease related to systemic sclerosis.
Janine Schniering, Malgorzata Maciukiewicz, Hubert S Gabrys, Matthias Brunner, Christian Blüthgen

Eur Respir J· May 2022

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Gating has a negligible impact on dose delivered in MRI-guided online adaptive radiotherapy of prostate cancer.
Isak Wahlstedt, Nicolaus Andratschke, Claus P Behrens, Stefanie Ehrbar, Hubert S Gabryś

Radiother Oncol· May 2022

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Improved Survival Prediction by Combining Radiological Imaging and S-100B Levels Into a Multivariate Model in Metastatic Melanoma Patients Treated With Immune Checkpoint Inhibition.
Simon Burgermeister, Hubert S Gabryś, Lucas Basler, Sabrina A Hogan, Matea Pavic

Front Oncol· April 2022

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Impact of CT convolution kernel on robustness of radiomic features for different lung diseases and tissue types.
Sarah Denzler, Diem Vuong, Marta Bogowicz, Matea Pavic, Thomas Frauenfelder

Br J Radiol· April 2021

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Comparison of robust to standardized CT radiomics models to predict overall survival for non-small cell lung cancer patients.
Diem Vuong, Marta Bogowicz, Sarah Denzler, Carol Oliveira, Robert Foerster

Med Phys· September 2020

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Radiomics, Tumor Volume, and Blood Biomarkers for Early Prediction of Pseudoprogression in Patients with Metastatic Melanoma Treated with Immune Checkpoint Inhibition.
Lucas Basler, Hubert S Gabryś, Sabrina A Hogan, Matea Pavic, Marta Bogowicz

Clin Cancer Res· August 2020

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CT radiomics and PET radiomics: ready for clinical implementation?
Marta Bogowicz, Diem Vuong, Martin W Huellner, Matea Pavic, Nicolaus Andratschke, Hubert S Gabrys

Q J Nucl Med Mol Imaging· December 2019

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Incorporation of Dosimetric Gradients and Parotid Gland Migration Into Xerostomia Prediction.
Rosario Astaburuaga, Hubert S Gabryś, Beatriz Sánchez-Nieto, Ralf O Floca, Sebastian Klüter

Front Oncol· July 2019

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Design and Selection of Machine Learning Methods Using Radiomics and Dosiomics for Normal Tissue Complication Probability Modeling of Xerostomia.
Hubert S Gabryś, Florian Buettner, Florian Sterzing, Henrik Hauswald, Mark Bangert

Front Oncol· March 2018

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Parotid gland mean dose as a xerostomia predictor in low-dose domains.
Hubert Szymon Gabryś, Florian Buettner, Florian Sterzing, Henrik Hauswald, Mark Bangert

Acta Oncol· September 2017

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Development of the open-source dose calculation and optimization toolkit matRad.
Hans-Peter Wieser, Eduardo Cisternas, Niklas Wahl, Silke Ulrich, Alexander Stadler, Hubert Gabrys

Med Phys· June 2017

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