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

Journal: Medical physics

PMID: 38055336

Abstract

BACKGROUND: 4D CT imaging is an essential component of radiotherapy of thoracic and abdominal tumors. 4D CT images are, however, often affected by artifacts that compromise treatment planning quality and image information reliability.

Authors

Frederic Madesta
Thilo Sentker
Tobias Gauer

Department of Radiotherapy and Radio-Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, 20246, Germany.
Rene Werner

Keywords

Artifacts Deep Learning Four-Dimensional Computed Tomography Humans Image Processing, Computer-Assisted Lung Neoplasms

External Resources

View on PubMed Access via DOI PubMed (38055336)

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

Abstract

Authors

Keywords

External Resources

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