Please use this identifier to cite or link to this item:https://hdl.handle.net/20.500.12259/52583
Type of publication: Straipsnis konferencijos medžiagoje Clarivate Analytics Web of Science ar/ir Scopus / Article in Clarivate Analytics Web of Science or Scopus DB conference proceedings (P1a)
Field of Science: Informatika / Informatics (N009)
Author(s): Krilavičius, Tomas;Užupytė, Rūta;Žliobaitė, Indrė;Simonavičius, Henrikas
Title: Application of multiple linear regression for indirect tracking of functional target for respiratory compensation in radiotherapy
Is part of: Medical physics in the Baltic States : 12th international conference on medical physics, Kaunas, Lithuania, 5-7 October, 2015: proceedings. Kaunas : Kaunas University of Technology, 2015, [no. 12]
Extent: p. 20-25
Date: 2015
Keywords: Kvėpavimo sukelto judėjimo kompensavimas radioterapijoje;Kvėpavimo sukeltas auglio judėjimas;Regresija;Respiratory radiotherapy;Respiratory tumor motion;Regression
Abstract: The main goal of radiotherapy is to eliminate cancerous tumors from the patient body while limiting damage to healthy tissue. Current technologies allow rather precise and effective treatment. However, respiratory motion management still remains a considerable issue. A number of different solutions, such as gating or restricted breathing, can be used for addressing this issue, but the majority of them compensate for respiratory motion only partially, while considerably extending the treatment time. In this paper we investigate multiple linear regression as a tool for predicting the position of the functional target (tumor) from an external marker. This study extends our previous work, where a standard linear regression, and a linear regression with first-order autoregressive errors were analyzed. Our computational analysis suggests that using the proposed approach for prediction of lung tumor motion is expected to improve the precision of radiotherapy. Precise compensation for respiratory motion can be achieved by controlling the position of a couch or a beam to compensate
Internet: http://www.medphys.lt/medphys2015/images/contributions/MedPhys2015_02_02_Kirilavicius.pdf
Affiliation(s): Baltijos pažangių technologijų institutas
Informatikos fakultetas
Rubedo sistemos
Taikomosios informatikos katedra
Vytauto Didžiojo universitetas
Appears in Collections:Universiteto mokslo publikacijos / University Research Publications

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