Prediction-Based Compensation for Gate OnOff Latency during Respiratory-Gated Radiotherapy

Joint Authors

Onishi, Hiroshi
Johno, Hisashi
Saito, Masahide

Source

Computational and Mathematical Methods in Medicine

Issue

Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-10, 10 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2018-11-27

Country of Publication

Egypt

No. of Pages

10

Main Subjects

Medicine

Abstract EN

During respiratory-gated radiotherapy (RGRT), gate on and off latencies cause deviations of gating windows, possibly leading to delivery of low- and high-dose radiations to tumors and normal tissues, respectively.

Currently, there are no RGRT systems that have definite tools to compensate for the delays.

To address the problem, we propose a framework consisting of two steps: (1) multistep-ahead prediction and (2) prediction-based gating.

For each step, we have devised a specific algorithm to accomplish the task.

Numerical experiments were performed using respiratory signals of a phantom and ten volunteers, and our prediction-based RGRT system exhibited superior performance in more than a few signal samples.

In some, however, signal prediction and prediction-based gating did not work well, maybe due to signal irregularity and/or baseline drift.

The proposed approach has potential applicability in RGRT, and further studies are needed to verify and refine the constituent algorithms.

American Psychological Association (APA)

Johno, Hisashi& Saito, Masahide& Onishi, Hiroshi. 2018. Prediction-Based Compensation for Gate OnOff Latency during Respiratory-Gated Radiotherapy. Computational and Mathematical Methods in Medicine،Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1132069

Modern Language Association (MLA)

Johno, Hisashi…[et al.]. Prediction-Based Compensation for Gate OnOff Latency during Respiratory-Gated Radiotherapy. Computational and Mathematical Methods in Medicine No. 2018 (2018), pp.1-10.
https://search.emarefa.net/detail/BIM-1132069

American Medical Association (AMA)

Johno, Hisashi& Saito, Masahide& Onishi, Hiroshi. Prediction-Based Compensation for Gate OnOff Latency during Respiratory-Gated Radiotherapy. Computational and Mathematical Methods in Medicine. 2018. Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1132069

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1132069