Dynamic Chest Image Analysis: Model-based pulmonary perfusion analysis with pyramid images

Jianming Liang; Arto Haapanen; Timo Järvi; Aaro Kiuru; Martti Kormano; Erkki Svedström; Raimo Virkki

doi:10.1117/12.312589

Dynamic Chest Image Analysis: Model-based pulmonary perfusion analysis with pyramid images

Jianming Liang, Arto Haapanen, Timo Järvi, Aaro Kiuru, Martti Kormano, Erkki Svedström, Raimo Virkki

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

Abstract

The aim of the study "Dynamic Chest Image Analysis" is to develop computer analysis and visualization methods for showing focal and general abnormalities of lung ventilation and perfusion based on a sequence of digital chest fluoroscopy frames collected at different phases of the respiratory/cardiac cycles in a short period of time. We have proposed a framework for ventilation study with an explicit ventilation model based on pyramid images. In this paper, we extend the framework to pulmonary perfusion study. A perfusion model and the truncated pyramid are introduced. The perfusion model aims at extracting accurate, geographic perfusion parameters, and the truncated pyramid helps in understanding perfusion at multiple resolutions and speeding up the convergence process in optimization. Three cases are included to illustrate the experimental results.

Original language	English (US)
Title of host publication	Proceedings of SPIE - The International Society for Optical Engineering
Editors	E.A. Hoffman
Pages	63-72
Number of pages	10
Volume	3337
DOIs	https://doi.org/10.1117/12.312589
State	Published - 1998
Externally published	Yes
Event	Medical Imaging 1998: Physiology and Function from Multidimensional Images - San Diego, CA, United States Duration: Feb 22 1998 → Feb 23 1998

Other

Other	Medical Imaging 1998: Physiology and Function from Multidimensional Images
Country/Territory	United States
City	San Diego, CA
Period	2/22/98 → 2/23/98

Keywords

Dynamic chest image analysis
Perfusion model
Pulmonary perfusion
Pyramid images

ASJC Scopus subject areas

Electrical and Electronic Engineering
Condensed Matter Physics

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10.1117/12.312589

Cite this

Liang, J, Haapanen, A, Järvi, T, Kiuru, A, Kormano, M, Svedström, E & Virkki, R 1998, Dynamic Chest Image Analysis: Model-based pulmonary perfusion analysis with pyramid images. in EA Hoffman (ed.), Proceedings of SPIE - The International Society for Optical Engineering. vol. 3337, pp. 63-72, Medical Imaging 1998: Physiology and Function from Multidimensional Images, San Diego, CA, United States, 2/22/98. https://doi.org/10.1117/12.312589

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title = "Dynamic Chest Image Analysis: Model-based pulmonary perfusion analysis with pyramid images",

abstract = "The aim of the study {"}Dynamic Chest Image Analysis{"} is to develop computer analysis and visualization methods for showing focal and general abnormalities of lung ventilation and perfusion based on a sequence of digital chest fluoroscopy frames collected at different phases of the respiratory/cardiac cycles in a short period of time. We have proposed a framework for ventilation study with an explicit ventilation model based on pyramid images. In this paper, we extend the framework to pulmonary perfusion study. A perfusion model and the truncated pyramid are introduced. The perfusion model aims at extracting accurate, geographic perfusion parameters, and the truncated pyramid helps in understanding perfusion at multiple resolutions and speeding up the convergence process in optimization. Three cases are included to illustrate the experimental results.",

keywords = "Dynamic chest image analysis, Perfusion model, Pulmonary perfusion, Pyramid images",

author = "Jianming Liang and Arto Haapanen and Timo J{\"a}rvi and Aaro Kiuru and Martti Kormano and Erkki Svedstr{\"o}m and Raimo Virkki",

year = "1998",

doi = "10.1117/12.312589",

language = "English (US)",

volume = "3337",

pages = "63--72",

editor = "E.A. Hoffman",

booktitle = "Proceedings of SPIE - The International Society for Optical Engineering",

note = "Medical Imaging 1998: Physiology and Function from Multidimensional Images ; Conference date: 22-02-1998 Through 23-02-1998",

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T2 - Medical Imaging 1998: Physiology and Function from Multidimensional Images

AU - Liang, Jianming

AU - Haapanen, Arto

AU - Järvi, Timo

AU - Kiuru, Aaro

AU - Kormano, Martti

AU - Svedström, Erkki

AU - Virkki, Raimo

PY - 1998

Y1 - 1998

N2 - The aim of the study "Dynamic Chest Image Analysis" is to develop computer analysis and visualization methods for showing focal and general abnormalities of lung ventilation and perfusion based on a sequence of digital chest fluoroscopy frames collected at different phases of the respiratory/cardiac cycles in a short period of time. We have proposed a framework for ventilation study with an explicit ventilation model based on pyramid images. In this paper, we extend the framework to pulmonary perfusion study. A perfusion model and the truncated pyramid are introduced. The perfusion model aims at extracting accurate, geographic perfusion parameters, and the truncated pyramid helps in understanding perfusion at multiple resolutions and speeding up the convergence process in optimization. Three cases are included to illustrate the experimental results.

AB - The aim of the study "Dynamic Chest Image Analysis" is to develop computer analysis and visualization methods for showing focal and general abnormalities of lung ventilation and perfusion based on a sequence of digital chest fluoroscopy frames collected at different phases of the respiratory/cardiac cycles in a short period of time. We have proposed a framework for ventilation study with an explicit ventilation model based on pyramid images. In this paper, we extend the framework to pulmonary perfusion study. A perfusion model and the truncated pyramid are introduced. The perfusion model aims at extracting accurate, geographic perfusion parameters, and the truncated pyramid helps in understanding perfusion at multiple resolutions and speeding up the convergence process in optimization. Three cases are included to illustrate the experimental results.

KW - Dynamic chest image analysis

KW - Perfusion model

KW - Pulmonary perfusion

KW - Pyramid images

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DO - 10.1117/12.312589

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BT - Proceedings of SPIE - The International Society for Optical Engineering

A2 - Hoffman, E.A.

Y2 - 22 February 1998 through 23 February 1998

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Dynamic Chest Image Analysis: Model-based pulmonary perfusion analysis with pyramid images

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Keywords

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