Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment

Marco Lai; Claudio Spiridione Dicorato; Marco de Wild; Frank Verbakel; Sergei Shulepov; Joanneke Groen; Marc Notten; Gerald Lucassen; Marc R.H.M. Van Sambeek; Benno H.W. Hendriks; Peter H.N. de With

doi:10.1117/12.2580640

Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment

Marco Lai^*, Claudio Spiridione Dicorato, Marco de Wild, Frank Verbakel, Sergei Shulepov, Joanneke Groen, Marc Notten, Gerald Lucassen, Marc R.H.M. Van Sambeek, Benno H.W. Hendriks, Peter H.N. de With

^*Corresponding author for this work

Medical Instruments & Bio-Inspired Technology

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

2 Citations (Scopus)

97 Downloads (Pure)

Abstract

Peripheral Artery Diseases (PAD) are caused by the occlusions of arteries in the peripheral locations of the circulatory system. The severity of PAD is usually assessed using the Ankle Brachial Index (ABI) and the Ultrasound Doppler. Non-contact Photoplethysmography (PPG) imaging is a recent emerging technology capable of monitoring skin perfusion. Using an off-The-shelf camera and a light source, is possible to remotely detect the dynamic changes in blood volume in the skin and derive a map correlated to the blood perfusion. The aim of this study is the evaluation of a PPG imaging system (iPPG) for the assessment of Peripheral Arterial Diseases. Reduced blood flow is simulated on 21 volunteers by increasing the pressure in a pressure cuff. For each volunteer, measurements with iPPG, ultrasound, Laser Speckle Contrast Analysis (LASCA) and ABI were acquired. Our experiments show that iPPG can detect reduced perfusion levels, and correlates well with the other measurement systems.

Original language	English
Title of host publication	Medical Imaging 2021
Subtitle of host publication	Biomedical Applications in Molecular, Structural, and Functional Imaging
Editors	Barjor S. Gimi, Andrzej Krol
Publisher	SPIE
Number of pages	11
ISBN (Electronic)	9781510640290
DOIs	https://doi.org/10.1117/12.2580640
Publication status	Published - 2021
Event	Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging - Virtual, Online, United States Duration: 15 Feb 2021 → 19 Feb 2021

Publication series

Name	Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume	11600
ISSN (Print)	1605-7422

Conference

Conference	Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging
Country/Territory	United States
City	Virtual, Online
Period	15/02/21 → 19/02/21

Keywords

ABI
Ankle Brachial Index
iPPG
non-contact PPG
Percutaneous Transluminal Angioplasty
perfusion
perfusion monitoring
Peripheral Arterial Disease
PPG imaging

Access to Document

10.1117/12.2580640

116000FFinal published version, 4.7 MB

Cite this

Lai, M., Dicorato, C. S., de Wild, M., Verbakel, F., Shulepov, S., Groen, J., Notten, M., Lucassen, G., Van Sambeek, M. R. H. M., Hendriks, B. H. W., & de With, P. H. N. (2021). Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment. In B. S. Gimi, & A. Krol (Eds.), Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging Article 116000F (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 11600). SPIE. https://doi.org/10.1117/12.2580640

Lai, Marco ; Dicorato, Claudio Spiridione ; de Wild, Marco et al. / Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment. Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging. editor / Barjor S. Gimi ; Andrzej Krol. SPIE, 2021. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE).

@inproceedings{6ee2ebf1701e40d8a28b3b0e30bb2b92,

title = "Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment",

abstract = "Peripheral Artery Diseases (PAD) are caused by the occlusions of arteries in the peripheral locations of the circulatory system. The severity of PAD is usually assessed using the Ankle Brachial Index (ABI) and the Ultrasound Doppler. Non-contact Photoplethysmography (PPG) imaging is a recent emerging technology capable of monitoring skin perfusion. Using an off-The-shelf camera and a light source, is possible to remotely detect the dynamic changes in blood volume in the skin and derive a map correlated to the blood perfusion. The aim of this study is the evaluation of a PPG imaging system (iPPG) for the assessment of Peripheral Arterial Diseases. Reduced blood flow is simulated on 21 volunteers by increasing the pressure in a pressure cuff. For each volunteer, measurements with iPPG, ultrasound, Laser Speckle Contrast Analysis (LASCA) and ABI were acquired. Our experiments show that iPPG can detect reduced perfusion levels, and correlates well with the other measurement systems. ",

keywords = "ABI, Ankle Brachial Index, iPPG, non-contact PPG, Percutaneous Transluminal Angioplasty, perfusion, perfusion monitoring, Peripheral Arterial Disease, PPG imaging",

author = "Marco Lai and Dicorato, {Claudio Spiridione} and {de Wild}, Marco and Frank Verbakel and Sergei Shulepov and Joanneke Groen and Marc Notten and Gerald Lucassen and {Van Sambeek}, {Marc R.H.M.} and Hendriks, {Benno H.W.} and {de With}, {Peter H.N.}",

year = "2021",

doi = "10.1117/12.2580640",

language = "English",

series = "Progress in Biomedical Optics and Imaging - Proceedings of SPIE",

publisher = "SPIE",

editor = "Gimi, {Barjor S.} and Andrzej Krol",

booktitle = "Medical Imaging 2021",

address = "United States",

note = "Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging ; Conference date: 15-02-2021 Through 19-02-2021",

}

Lai, M, Dicorato, CS, de Wild, M, Verbakel, F, Shulepov, S, Groen, J, Notten, M, Lucassen, G, Van Sambeek, MRHM, Hendriks, BHW & de With, PHN 2021, Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment. in BS Gimi & A Krol (eds), Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging., 116000F, Progress in Biomedical Optics and Imaging - Proceedings of SPIE, vol. 11600, SPIE, Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging, Virtual, Online, United States, 15/02/21. https://doi.org/10.1117/12.2580640

Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment. / Lai, Marco; Dicorato, Claudio Spiridione; de Wild, Marco et al.
Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging. ed. / Barjor S. Gimi; Andrzej Krol. SPIE, 2021. 116000F (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 11600).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment

AU - Lai, Marco

AU - Dicorato, Claudio Spiridione

AU - de Wild, Marco

AU - Verbakel, Frank

AU - Shulepov, Sergei

AU - Groen, Joanneke

AU - Notten, Marc

AU - Lucassen, Gerald

AU - Van Sambeek, Marc R.H.M.

AU - Hendriks, Benno H.W.

AU - de With, Peter H.N.

PY - 2021

Y1 - 2021

N2 - Peripheral Artery Diseases (PAD) are caused by the occlusions of arteries in the peripheral locations of the circulatory system. The severity of PAD is usually assessed using the Ankle Brachial Index (ABI) and the Ultrasound Doppler. Non-contact Photoplethysmography (PPG) imaging is a recent emerging technology capable of monitoring skin perfusion. Using an off-The-shelf camera and a light source, is possible to remotely detect the dynamic changes in blood volume in the skin and derive a map correlated to the blood perfusion. The aim of this study is the evaluation of a PPG imaging system (iPPG) for the assessment of Peripheral Arterial Diseases. Reduced blood flow is simulated on 21 volunteers by increasing the pressure in a pressure cuff. For each volunteer, measurements with iPPG, ultrasound, Laser Speckle Contrast Analysis (LASCA) and ABI were acquired. Our experiments show that iPPG can detect reduced perfusion levels, and correlates well with the other measurement systems.

AB - Peripheral Artery Diseases (PAD) are caused by the occlusions of arteries in the peripheral locations of the circulatory system. The severity of PAD is usually assessed using the Ankle Brachial Index (ABI) and the Ultrasound Doppler. Non-contact Photoplethysmography (PPG) imaging is a recent emerging technology capable of monitoring skin perfusion. Using an off-The-shelf camera and a light source, is possible to remotely detect the dynamic changes in blood volume in the skin and derive a map correlated to the blood perfusion. The aim of this study is the evaluation of a PPG imaging system (iPPG) for the assessment of Peripheral Arterial Diseases. Reduced blood flow is simulated on 21 volunteers by increasing the pressure in a pressure cuff. For each volunteer, measurements with iPPG, ultrasound, Laser Speckle Contrast Analysis (LASCA) and ABI were acquired. Our experiments show that iPPG can detect reduced perfusion levels, and correlates well with the other measurement systems.

KW - ABI

KW - Ankle Brachial Index

KW - iPPG

KW - non-contact PPG

KW - Percutaneous Transluminal Angioplasty

KW - perfusion

KW - perfusion monitoring

KW - Peripheral Arterial Disease

KW - PPG imaging

UR - http://www.scopus.com/inward/record.url?scp=85103200298&partnerID=8YFLogxK

U2 - 10.1117/12.2580640

DO - 10.1117/12.2580640

M3 - Conference contribution

AN - SCOPUS:85103200298

T3 - Progress in Biomedical Optics and Imaging - Proceedings of SPIE

BT - Medical Imaging 2021

A2 - Gimi, Barjor S.

A2 - Krol, Andrzej

PB - SPIE

T2 - Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging

Y2 - 15 February 2021 through 19 February 2021

ER -

Lai M, Dicorato CS, de Wild M, Verbakel F, Shulepov S, Groen J et al. Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment. In Gimi BS, Krol A, editors, Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE. 2021. 116000F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE). doi: 10.1117/12.2580640

Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this