Temporal interpolation of low frame rate digital subtraction angiograms

Hsiang Hsin Hsiung, Beth A. Schueler, Anindya Sen, Xiaoping Hu, Richard E. Latchaw

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Typical digital subtraction angiography (DSA) acquisition rates are often inadequate for visualizing and analyzing fast-moving flow patterns. Therefore, an interpolation method that captures the angiographic flow pattern was developed. The temporal change of gray value in each pixel along a blood vessel records the flow movement at that location. Thus, temporal interpolation was performed on a pixel-by-pixel basis. To generate each interpolated image, a polynomial interpolation was applied to six sequential images. To validate the interpolation technique, a flow phantom was imaged with a high acquisition frame rate, and interpolation was done in a lower frame rate and compared to the acquired data. The interpolated images were also compared to results from linear interpolation and cubic spline interpolation. Clinical utility was illustrated on DSA images of cerebral vasculature with aneurysms. Image sequences of 60 frame/s were generated from DSA images acquired at 7.5 frame/s. The results showed improved flow pattern visualization, especially flow head locations in blood vessels. This interpolation method has also been applied to dynamic 3D reconstruction from biplane DSA projections. In this application, the method was used to offset temporal discrepancies between biplane projection pairs and contrast injections, making dynamic 3D reconstruction possible.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
EditorsM.H. Loew, K.M. Hanson
Pages688-697
Number of pages10
Volume2710
DOIs
StatePublished - 1996
Externally publishedYes
EventMedical Imaging 1996 Image Processing - Newport Beach, CA, United States
Duration: Feb 12 1996Feb 15 1996

Other

OtherMedical Imaging 1996 Image Processing
CountryUnited States
CityNewport Beach, CA
Period2/12/962/15/96

Fingerprint

subtraction
interpolation
Interpolation
Angiography
angiography
biplanes
Flow patterns
flow distribution
Pixels
blood vessels
pixels
Blood vessels
head flow
acquisition
projection
flow visualization
splines
Flow visualization
Splines
polynomials

Keywords

  • Cerebral vasculature
  • DSA
  • Dynamic 3D reconstruction
  • Temporal interpolation
  • Visualization

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Condensed Matter Physics

Cite this

Hsiung, H. H., Schueler, B. A., Sen, A., Hu, X., & Latchaw, R. E. (1996). Temporal interpolation of low frame rate digital subtraction angiograms. In M. H. Loew, & K. M. Hanson (Eds.), Proceedings of SPIE - The International Society for Optical Engineering (Vol. 2710, pp. 688-697) https://doi.org/10.1117/12.237972

Temporal interpolation of low frame rate digital subtraction angiograms. / Hsiung, Hsiang Hsin; Schueler, Beth A.; Sen, Anindya; Hu, Xiaoping; Latchaw, Richard E.

Proceedings of SPIE - The International Society for Optical Engineering. ed. / M.H. Loew; K.M. Hanson. Vol. 2710 1996. p. 688-697.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hsiung, HH, Schueler, BA, Sen, A, Hu, X & Latchaw, RE 1996, Temporal interpolation of low frame rate digital subtraction angiograms. in MH Loew & KM Hanson (eds), Proceedings of SPIE - The International Society for Optical Engineering. vol. 2710, pp. 688-697, Medical Imaging 1996 Image Processing, Newport Beach, CA, United States, 2/12/96. https://doi.org/10.1117/12.237972
Hsiung HH, Schueler BA, Sen A, Hu X, Latchaw RE. Temporal interpolation of low frame rate digital subtraction angiograms. In Loew MH, Hanson KM, editors, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 2710. 1996. p. 688-697 https://doi.org/10.1117/12.237972
Hsiung, Hsiang Hsin ; Schueler, Beth A. ; Sen, Anindya ; Hu, Xiaoping ; Latchaw, Richard E. / Temporal interpolation of low frame rate digital subtraction angiograms. Proceedings of SPIE - The International Society for Optical Engineering. editor / M.H. Loew ; K.M. Hanson. Vol. 2710 1996. pp. 688-697
@inproceedings{66dcc5cba3bf49cb932c5874d06e9ad5,
title = "Temporal interpolation of low frame rate digital subtraction angiograms",
abstract = "Typical digital subtraction angiography (DSA) acquisition rates are often inadequate for visualizing and analyzing fast-moving flow patterns. Therefore, an interpolation method that captures the angiographic flow pattern was developed. The temporal change of gray value in each pixel along a blood vessel records the flow movement at that location. Thus, temporal interpolation was performed on a pixel-by-pixel basis. To generate each interpolated image, a polynomial interpolation was applied to six sequential images. To validate the interpolation technique, a flow phantom was imaged with a high acquisition frame rate, and interpolation was done in a lower frame rate and compared to the acquired data. The interpolated images were also compared to results from linear interpolation and cubic spline interpolation. Clinical utility was illustrated on DSA images of cerebral vasculature with aneurysms. Image sequences of 60 frame/s were generated from DSA images acquired at 7.5 frame/s. The results showed improved flow pattern visualization, especially flow head locations in blood vessels. This interpolation method has also been applied to dynamic 3D reconstruction from biplane DSA projections. In this application, the method was used to offset temporal discrepancies between biplane projection pairs and contrast injections, making dynamic 3D reconstruction possible.",
keywords = "Cerebral vasculature, DSA, Dynamic 3D reconstruction, Temporal interpolation, Visualization",
author = "Hsiung, {Hsiang Hsin} and Schueler, {Beth A.} and Anindya Sen and Xiaoping Hu and Latchaw, {Richard E.}",
year = "1996",
doi = "10.1117/12.237972",
language = "English (US)",
volume = "2710",
pages = "688--697",
editor = "M.H. Loew and K.M. Hanson",
booktitle = "Proceedings of SPIE - The International Society for Optical Engineering",

}

TY - GEN

T1 - Temporal interpolation of low frame rate digital subtraction angiograms

AU - Hsiung, Hsiang Hsin

AU - Schueler, Beth A.

AU - Sen, Anindya

AU - Hu, Xiaoping

AU - Latchaw, Richard E.

PY - 1996

Y1 - 1996

N2 - Typical digital subtraction angiography (DSA) acquisition rates are often inadequate for visualizing and analyzing fast-moving flow patterns. Therefore, an interpolation method that captures the angiographic flow pattern was developed. The temporal change of gray value in each pixel along a blood vessel records the flow movement at that location. Thus, temporal interpolation was performed on a pixel-by-pixel basis. To generate each interpolated image, a polynomial interpolation was applied to six sequential images. To validate the interpolation technique, a flow phantom was imaged with a high acquisition frame rate, and interpolation was done in a lower frame rate and compared to the acquired data. The interpolated images were also compared to results from linear interpolation and cubic spline interpolation. Clinical utility was illustrated on DSA images of cerebral vasculature with aneurysms. Image sequences of 60 frame/s were generated from DSA images acquired at 7.5 frame/s. The results showed improved flow pattern visualization, especially flow head locations in blood vessels. This interpolation method has also been applied to dynamic 3D reconstruction from biplane DSA projections. In this application, the method was used to offset temporal discrepancies between biplane projection pairs and contrast injections, making dynamic 3D reconstruction possible.

AB - Typical digital subtraction angiography (DSA) acquisition rates are often inadequate for visualizing and analyzing fast-moving flow patterns. Therefore, an interpolation method that captures the angiographic flow pattern was developed. The temporal change of gray value in each pixel along a blood vessel records the flow movement at that location. Thus, temporal interpolation was performed on a pixel-by-pixel basis. To generate each interpolated image, a polynomial interpolation was applied to six sequential images. To validate the interpolation technique, a flow phantom was imaged with a high acquisition frame rate, and interpolation was done in a lower frame rate and compared to the acquired data. The interpolated images were also compared to results from linear interpolation and cubic spline interpolation. Clinical utility was illustrated on DSA images of cerebral vasculature with aneurysms. Image sequences of 60 frame/s were generated from DSA images acquired at 7.5 frame/s. The results showed improved flow pattern visualization, especially flow head locations in blood vessels. This interpolation method has also been applied to dynamic 3D reconstruction from biplane DSA projections. In this application, the method was used to offset temporal discrepancies between biplane projection pairs and contrast injections, making dynamic 3D reconstruction possible.

KW - Cerebral vasculature

KW - DSA

KW - Dynamic 3D reconstruction

KW - Temporal interpolation

KW - Visualization

UR - http://www.scopus.com/inward/record.url?scp=0030314580&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0030314580&partnerID=8YFLogxK

U2 - 10.1117/12.237972

DO - 10.1117/12.237972

M3 - Conference contribution

AN - SCOPUS:0030314580

VL - 2710

SP - 688

EP - 697

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

A2 - Loew, M.H.

A2 - Hanson, K.M.

ER -