Publications by authors named "Thilo Sentker"

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Fully automated quantification of net water uptake in acute ischemic stroke using only non-contrast CT imaging.
Thilo Sentker, Maximilian Nielsen, Susan Klapproth, André Kemmling, Michael H Lev

Eur Radiol· December 2025

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Dose Reduction in 4-Dimensional Computed Tomography Imaging: Breathing Signal-Guided Deep Learning-Driven Data Acquisition.
Lukas Wimmert, Tobias Gauer, Jannis Dickmann, Christian Hofmann, Thilo Sentker

Int J Radiat Oncol Biol Phys· September 2025

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Impact of breathing signal-guided dose modulation on step-and-shoot 4D CT image reconstruction.
Lukas Wimmert, Annette Schwarz, Tobias Gauer, Christian Hofmann, Jannis Dickmann, Thilo Sentker

Med Phys· October 2024

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Monte Carlo-based simulation of virtual 3 and 4-dimensional cone-beam computed tomography from computed tomography images: An end-to-end framework and a deep learning-based speedup strategy.
Frederic Madesta, Thilo Sentker, Clemens Rohling, Tobias Gauer, Rüdiger Schmitz

Phys Imaging Radiat Oncol· October 2024

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Deep learning-based conditional inpainting for restoration of artifact-affected 4D CT images.
Frederic Madesta, Thilo Sentker, Tobias Gauer, René Werner

Med Phys· May 2024

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Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT.
René Werner, Juliane Szkitsak, Frederic Madesta, Laura Büttgen, Lukas Wimmert, Thilo Sentker

Strahlenther Onkol· July 2023

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Self-Supervision for Medical Image Classification: State-of-the-Art Performance with ~100 Labeled Training Samples per Class.
Maximilian Nielsen, Laura Wenderoth, Thilo Sentker, René Werner

Bioengineering (Basel)· July 2023

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Deep Learning-Based Automated Thrombolysis in Cerebral Infarction Scoring: A Timely Proof-of-Principle Study.
Maximilian Nielsen, Moritz Waldmann, Andreas M Frölich, Fabian Flottmann, Evelin Hristova, Thilo Sentker

Stroke· November 2021

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Comparison of intelligent 4D CT sequence scanning and conventional spiral 4D CT: a first comprehensive phantom study.
René Werner, Juliane Szkitsak, Thilo Sentker, Frederic Madesta, Annette Schwarz

Phys Med Biol· January 2021

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Self-contained deep learning-based boosting of 4D cone-beam CT reconstruction.
Frederic Madesta, Thilo Sentker, Tobias Gauer, René Werner

Med Phys· November 2020

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4D CT image artifacts affect local control in SBRT of lung and liver metastases.
Thilo Sentker, Vladimir Schmidt, Ann-Kathrin Ozga, Cordula Petersen, Frederic Madesta

Radiother Oncol· July 2020

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Intelligent 4D CT sequence scanning (i4DCT): First scanner prototype implementation and phantom measurements of automated breathing signal-guided 4D CT.
René Werner, Thilo Sentker, Frederic Madesta, Annette Schwarz, Marc Vornehm

Med Phys· June 2020

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Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting.
Nils Gessert, Thilo Sentker, Frederic Madesta, Rudiger Schmitz, Helge Kniep

IEEE Trans Biomed Eng· February 2020

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Intelligent 4D CT sequence scanning (i4DCT): Concept and performance evaluation.
René Werner, Thilo Sentker, Frederic Madesta, Tobias Gauer, Christian Hofmann

Med Phys· August 2019

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