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4D CT image artifacts affect local control in SBRT of lung and liver metastases

Radiotherapy and oncology, 2020-07, Vol.148, p.229-234

2020

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Self-Supervision for Medical Image Classification: State-of-the-Art Performance with ~100 Labeled Training Samples per Class

Bioengineering (Basel), 2023-07, Vol.10 (8), p.895

2023

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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

Physics and imaging in radiation oncology, 2024-10, Vol.32, p.100644, Article 100644

2024

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Deep learning‐based conditional inpainting for restoration of artifact‐affected 4D CT images

Medical physics (Lancaster), 2024-05, Vol.51 (5), p.3437-3454

2024

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Self‐contained deep learning‐based boosting of 4D cone‐beam CT reconstruction

Medical physics (Lancaster), 2020-11, Vol.47 (11), p.5619-5631

2020

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Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting

IEEE transactions on biomedical engineering, 2020-02, Vol.67 (2), p.495-503

2020

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668: Daily 4DCBT-based dose accumulation in adaptive 4D lung SBRT

Radiotherapy and oncology, 2024-05, Vol.194, p.S3988-S3990

2024

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Impact of breathing signal-guided dose modulation on step-and-shoot 4D CT image reconstruction

Medical physics (Lancaster), 2024-08

2024

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Intelligent 4D CT sequence scanning (i4DCT): Concept and performance evaluation

Medical physics (Lancaster), 2019-08, Vol.46 (8), p.3462-3474

2019

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Intelligent 4D CT sequence scanning (i4DCT): First scanner prototype implementation and phantom measurements of automated breathing signal‐guided 4D CT

Medical physics (Lancaster), 2020-06, Vol.47 (6), p.2408-2412

2020

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Comparison of intelligent 4D CT sequence scanning and conventional spiral 4D CT: a first comprehensive phantom study

Physics in medicine & biology, 2021-01, Vol.66 (1), p.15004

2021

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Deep Learning-Based Automated Thrombolysis in Cerebral Infarction Scoring: A Timely Proof-of-Principle Study

Stroke (1970), 2021-11, Vol.52 (11), p.3497-3504

2021

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Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT

Strahlentherapie und Onkologie, 2023-07, Vol.199 (7), p.686-691

2023

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Combining Good Old Random Forest and DeepLabv3+ for ISLES 2018 CT-Based Stroke Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.335-342

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Time Matters: Handling Spatio-Temporal Perfusion Information for Automated TICI Scoring

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.86-96

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Abstract: Time Matters. Handling Spatio-temporal Perfusion Information for Automated Treatment in Cerebral Ischemia Scoring

Bildverarbeitung Für Die Medizin 2021, 2021, p.297-297

2021

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GDL-FIRE\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$^\text {4D}$$\end{document}: Deep Learning-Based Fast 4D CT Image Registration

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.765-773

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4D CT image artifacts affect local control in SBRT of lung and liver metastases

Self-Supervision for Medical Image Classification: State-of-the-Art Performance with ~100 Labeled Training Samples per Class

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

Deep learning‐based conditional inpainting for restoration of artifact‐affected 4D CT images

Self‐contained deep learning‐based boosting of 4D cone‐beam CT reconstruction

Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting

668: Daily 4DCBT-based dose accumulation in adaptive 4D lung SBRT

Impact of breathing signal-guided dose modulation on step-and-shoot 4D CT image reconstruction

Intelligent 4D CT sequence scanning (i4DCT): Concept and performance evaluation

Intelligent 4D CT sequence scanning (i4DCT): First scanner prototype implementation and phantom measurements of automated breathing signal‐guided 4D CT

Comparison of intelligent 4D CT sequence scanning and conventional spiral 4D CT: a first comprehensive phantom study

Deep Learning-Based Automated Thrombolysis in Cerebral Infarction Scoring: A Timely Proof-of-Principle Study

Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT

Combining Good Old Random Forest and DeepLabv3+ for ISLES 2018 CT-Based Stroke Segmentation

Time Matters: Handling Spatio-Temporal Perfusion Information for Automated TICI Scoring

Abstract: Time Matters. Handling Spatio-temporal Perfusion Information for Automated Treatment in Cerebral Ischemia Scoring

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