A Device-Free Respiratory Gating Technique for Dynamic CT Using Time-Density Curve Analysis: A Technical Report With Clinical Applications
Nobuyuki Akiyama, Katsumi Tsujioka, Tomoya Ushiroda, Kazuyuki Ishihara

TL;DR
This paper introduces a new method for reducing motion blur in CT scans by using image data itself to track breathing, without needing extra devices.
Contribution
The novel contribution is a device-free respiratory gating technique using time-density curve analysis from standard CT data.
Findings
A region of interest on the chest wall can generate a surrogate respiratory waveform from attenuation changes.
The method was successfully applied to lung tumor motion assessment and coronary CT angiography in free-breathing patients.
The technique eliminates the need for external monitoring devices and simplifies clinical workflows.
Abstract
Respiratory motion remains a major challenge in thoracic and cardiac CT. Conventional respiratory gating techniques often rely on external monitoring devices or dedicated software, which may complicate workflow and limit clinical availability. We developed a simple, device-free respiratory gating technique based on time-density curve (TDC) analysis derived directly from routinely acquired dynamic CT data. By placing a region of interest (ROI) on the chest wall, attenuation changes over time were analyzed to generate an intrinsic surrogate respiratory waveform, enabling retrospective identification of respiratory phases without additional hardware. The novelty of this approach lies in its use of intrinsic image data to generate a surrogate respiratory waveform, thereby eliminating the complexity and synchronization uncertainty associated with external monitoring devices. The proposed…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Radiotherapy Techniques · Lung Cancer Diagnosis and Treatment · Effects of Radiation Exposure
