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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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Skin lesion classification using ensembles of multi-resolution EfficientNets with meta data

MethodsX, 2020-01, Vol.7, p.100864, Article 100864

2020

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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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Statistical Modeling of 4D Respiratory Lung Motion Using Diffeomorphic Image Registration

IEEE transactions on medical imaging, 2011-02, Vol.30 (2), p.251-265

2011

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Multi-scale fully convolutional neural networks for histopathology image segmentation: From nuclear aberrations to the global tissue architecture

Medical image analysis, 2021-05, Vol.70, p.101996-101996, Article 101996

2021

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Radiomics of Brain MRI: Utility in Prediction of Metastatic Tumor Type

Radiology, 2019-02, Vol.290 (2), p.479-487

2019

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Stability analysis of patient-specific 4DCT- and 4DCBCT-based correspondence models

Medical physics (Lancaster), 2024-07, Vol.51 (9), p.5890-5900

2024

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Dose reduction in sequence scanning 4D CT imaging through respiratory signal‐guided tube current modulation: A feasibility study

Medical physics (Lancaster), 2023-12, Vol.50 (12), p.7539-7547

2023

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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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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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Strahlentherapie Atmungsbewegter Tumoren: Bewegungsfeldschätzung und Dosisakkumulation Anhand Von 4D-Bilddaten

Werner, René

2013., 2013

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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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4D dose simulation in volumetric arc therapy: Accuracy and affecting parameters

PloS one, 2017-02, Vol.12 (2), p.e0172810-e0172810

2017

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Estimation of lung motion fields in 4D CT data by variational non-linear intensity-based registration: A comparison and evaluation study

Physics in medicine & biology, 2014-08, Vol.59 (15), p.4247-4260

2014

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Influence of deformable image registration on 4D dose simulation for extracranial SBRT: A multi-registration framework study

Radiotherapy and oncology, 2018-05, Vol.127 (2), p.225-232

2018

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Patient-specific finite element modeling of respiratory lung motion using 4D CT image data

Medical physics (Lancaster), 2009-05, Vol.36 (5), p.1500-1511

2009

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Estimation of slipping organ motion by registration with direction-dependent regularization

Medical image analysis, 2012-01, Vol.16 (1), p.150-159

2012

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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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Reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4D CT by optimized projection binning

Radiation oncology (London, England), 2017-06, Vol.12 (1), p.100-100, Article 100

2017

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DARTS: an open-source Python pipeline for Ca2+ microdomain analysis in live cell imaging data

Frontiers in immunology, 2024-01, Vol.14, p.1299435-1299435

2024

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Under-reported dosimetry errors due to interplay effects during VMAT dose delivery in extreme hypofractionated stereotactic radiotherapy

Strahlentherapie und Onkologie, 2018-06, Vol.194 (6), p.570-579

2018

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Subpopulation-based correspondence modelling for improved respiratory motion estimation in the presence of inter-fraction motion variations

Physics in medicine & biology, 2017-06, Vol.62 (14), p.5823-5839

2017

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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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Evaluation of magnetic resonance imaging-based radiomics characteristics for differentiation of benign and malignant peripheral nerve sheath tumors in neurofibromatosis type 1

Neuro-oncology (Charlottesville, Va.), 2022-10, Vol.24 (10), p.1790-1798

2022

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Spatial normalization for voxel-based lesion symptom mapping: impact of registration approaches

Frontiers in neuroscience, 2024, Vol.18, p.1296357-1296357

2024

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

Skin lesion classification using ensembles of multi-resolution EfficientNets with meta data

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

Statistical Modeling of 4D Respiratory Lung Motion Using Diffeomorphic Image Registration

Multi-scale fully convolutional neural networks for histopathology image segmentation: From nuclear aberrations to the global tissue architecture

Radiomics of Brain MRI: Utility in Prediction of Metastatic Tumor Type

Stability analysis of patient-specific 4DCT- and 4DCBCT-based correspondence models

Dose reduction in sequence scanning 4D CT imaging through respiratory signal‐guided tube current modulation: A feasibility study

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

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

Strahlentherapie Atmungsbewegter Tumoren: Bewegungsfeldschätzung und Dosisakkumulation Anhand Von 4D-Bilddaten

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

4D dose simulation in volumetric arc therapy: Accuracy and affecting parameters

Estimation of lung motion fields in 4D CT data by variational non-linear intensity-based registration: A comparison and evaluation study

Influence of deformable image registration on 4D dose simulation for extracranial SBRT: A multi-registration framework study

Patient-specific finite element modeling of respiratory lung motion using 4D CT image data

Estimation of slipping organ motion by registration with direction-dependent regularization

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

Reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4D CT by optimized projection binning

DARTS: an open-source Python pipeline for Ca2+ microdomain analysis in live cell imaging data

Under-reported dosimetry errors due to interplay effects during VMAT dose delivery in extreme hypofractionated stereotactic radiotherapy

Subpopulation-based correspondence modelling for improved respiratory motion estimation in the presence of inter-fraction motion variations

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

Evaluation of magnetic resonance imaging-based radiomics characteristics for differentiation of benign and malignant peripheral nerve sheath tumors in neurofibromatosis type 1

Spatial normalization for voxel-based lesion symptom mapping: impact of registration approaches

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