Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds

Andre Woloshuk; Michał Kręcichwost; Jan Juszczyk; Bartłomiej Pyciński; Marcin Rudzki; Beata Choroba; Daniel Ledwon; Dominik Spinczyk; Ewa Pietka

doi:10.1007/978-3-319-91211-0_12

Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds

Department of Medical Informatics and Artificial Intelligence (RIB/RIB1)

Purdue University
Silesian University of Technology

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

6 Citations (Scopus)

Abstract

Chronic skin wounds from diabetes, atherosclerosis, and cancer form a large source of morbidity and medical complications. While individual imaging modalities (e.g. visual images, thermograms, ultrasound) can be useful for monitoring the healing process, their use is limited because of the difficulty acquiring and registering multiple images from different modalities. This paper presents a methodology for image registration using an alignment phantom for grayscale images and thermograms. The registration system achieves a Fiducial Registration Error of 0.61 mm and Mutual Information value of 0.774. Future studies will seek to add additional imaging modalities and improve registration for other areas of the body.

Original language	English
Title of host publication	Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018
Editors	Ewa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek
Publisher	Springer Verlag
Pages	138-149
Number of pages	12
ISBN (Print)	9783319912103
DOIs	https://doi.org/10.1007/978-3-319-91211-0_12
Publication status	Published - 2019
Event	6th International Conference on Information Technology in Biomedicine, ITIB 2018 - Kamien Slaski, Poland Duration: 18 Jun 2018 → 20 Jun 2018

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	762
ISSN (Print)	2194-5357

Conference

Conference	6th International Conference on Information Technology in Biomedicine, ITIB 2018
Country/Territory	Poland
City	Kamien Slaski
Period	18/06/18 → 20/06/18

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Alignment phantom
Image fusion
Image registration
Thermography

ASJC Scopus subject areas

Control and Systems Engineering
General Computer Science

Access to Document

10.1007/978-3-319-91211-0_12

Cite this

Woloshuk, A., Kręcichwost, M., Juszczyk, J., Pyciński, B., Rudzki, M., Choroba, B., Ledwon, D., Spinczyk, D., & Pietka, E. (2019). Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds. In E. Pietka, P. Badura, J. Kawa, & W. Wieclawek (Eds.), Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018 (pp. 138-149). (Advances in Intelligent Systems and Computing; Vol. 762). Springer Verlag. https://doi.org/10.1007/978-3-319-91211-0_12

Woloshuk, Andre ; Kręcichwost, Michał ; Juszczyk, Jan et al. / Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds. Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018. editor / Ewa Pietka ; Pawel Badura ; Jacek Kawa ; Wojciech Wieclawek. Springer Verlag, 2019. pp. 138-149 (Advances in Intelligent Systems and Computing).

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title = "Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds",

abstract = "Chronic skin wounds from diabetes, atherosclerosis, and cancer form a large source of morbidity and medical complications. While individual imaging modalities (e.g. visual images, thermograms, ultrasound) can be useful for monitoring the healing process, their use is limited because of the difficulty acquiring and registering multiple images from different modalities. This paper presents a methodology for image registration using an alignment phantom for grayscale images and thermograms. The registration system achieves a Fiducial Registration Error of 0.61 mm and Mutual Information value of 0.774. Future studies will seek to add additional imaging modalities and improve registration for other areas of the body.",

keywords = "Alignment phantom, Image fusion, Image registration, Thermography",

author = "Andre Woloshuk and Micha{\l} Kr{\c e}cichwost and Jan Juszczyk and Bart{\l}omiej Pyci{\'n}ski and Marcin Rudzki and Beata Choroba and Daniel Ledwon and Dominik Spinczyk and Ewa Pietka",

note = "Publisher Copyright: {\textcopyright} 2019, Springer International Publishing AG, part of Springer Nature.; 6th International Conference on Information Technology in Biomedicine, ITIB 2018 ; Conference date: 18-06-2018 Through 20-06-2018",

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doi = "10.1007/978-3-319-91211-0\_12",

language = "English",

isbn = "9783319912103",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

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editor = "Ewa Pietka and Pawel Badura and Jacek Kawa and Wojciech Wieclawek",

booktitle = "Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB{\textquoteright}2018",

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}

Woloshuk, A, Kręcichwost, M , Juszczyk, J , Pyciński, B , Rudzki, M, Choroba, B, Ledwon, D , Spinczyk, D & Pietka, E 2019, Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds. in E Pietka, P Badura, J Kawa & W Wieclawek (eds), Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018. Advances in Intelligent Systems and Computing, vol. 762, Springer Verlag, pp. 138-149, 6th International Conference on Information Technology in Biomedicine, ITIB 2018, Kamien Slaski, Poland, 18/06/18. https://doi.org/10.1007/978-3-319-91211-0_12

Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds. / Woloshuk, Andre; Kręcichwost, Michał ; Juszczyk, Jan et al.
Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018. ed. / Ewa Pietka; Pawel Badura; Jacek Kawa; Wojciech Wieclawek. Springer Verlag, 2019. p. 138-149 (Advances in Intelligent Systems and Computing; Vol. 762).

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

TY - GEN

T1 - Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds

AU - Woloshuk, Andre

AU - Kręcichwost, Michał

AU - Juszczyk, Jan

AU - Pyciński, Bartłomiej

AU - Rudzki, Marcin

AU - Choroba, Beata

AU - Ledwon, Daniel

AU - Spinczyk, Dominik

AU - Pietka, Ewa

PY - 2019

Y1 - 2019

N2 - Chronic skin wounds from diabetes, atherosclerosis, and cancer form a large source of morbidity and medical complications. While individual imaging modalities (e.g. visual images, thermograms, ultrasound) can be useful for monitoring the healing process, their use is limited because of the difficulty acquiring and registering multiple images from different modalities. This paper presents a methodology for image registration using an alignment phantom for grayscale images and thermograms. The registration system achieves a Fiducial Registration Error of 0.61 mm and Mutual Information value of 0.774. Future studies will seek to add additional imaging modalities and improve registration for other areas of the body.

AB - Chronic skin wounds from diabetes, atherosclerosis, and cancer form a large source of morbidity and medical complications. While individual imaging modalities (e.g. visual images, thermograms, ultrasound) can be useful for monitoring the healing process, their use is limited because of the difficulty acquiring and registering multiple images from different modalities. This paper presents a methodology for image registration using an alignment phantom for grayscale images and thermograms. The registration system achieves a Fiducial Registration Error of 0.61 mm and Mutual Information value of 0.774. Future studies will seek to add additional imaging modalities and improve registration for other areas of the body.

KW - Alignment phantom

KW - Image fusion

KW - Image registration

KW - Thermography

UR - https://www.scopus.com/pages/publications/85048506656

U2 - 10.1007/978-3-319-91211-0_12

DO - 10.1007/978-3-319-91211-0_12

M3 - Conference contribution

AN - SCOPUS:85048506656

SN - 9783319912103

T3 - Advances in Intelligent Systems and Computing

SP - 138

EP - 149

BT - Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018

A2 - Pietka, Ewa

A2 - Badura, Pawel

A2 - Kawa, Jacek

A2 - Wieclawek, Wojciech

PB - Springer Verlag

T2 - 6th International Conference on Information Technology in Biomedicine, ITIB 2018

Y2 - 18 June 2018 through 20 June 2018

ER -

Woloshuk A, Kręcichwost M , Juszczyk J , Pyciński B , Rudzki M, Choroba B et al. Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds. In Pietka E, Badura P, Kawa J, Wieclawek W, editors, Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018. Springer Verlag. 2019. p. 138-149. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-91211-0_12

Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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