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

Katedra Informatyki Medycznej i Sztucznej Inteligencji (RIB/RIB1)

Purdue University
Silesian University of Technology

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

6 Cytowania z bazy Scopus

Abstrakt

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.

Język oryginału	angielski
Tytuł publikacji goszczącej	Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018
Redaktorzy	Ewa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek
Wydawca	Springer Verlag
Strony	138-149
Liczba stron	12
ISBN (drukowany)	9783319912103
Identyfikatory DOI	https://doi.org/10.1007/978-3-319-91211-0_12
Status publikacji	Opublikowano - 2019
Wydarzenie	6th International Conference on Information Technology in Biomedicine, ITIB 2018 - Kamien Slaski, Polska Czas trwania: 18 cze 2018 → 20 cze 2018

Seria publikacji

Nazwa	Advances in Intelligent Systems and Computing
Tom	762
ISSN (drukowany)	2194-5357

Konferencja

Konferencja	6th International Conference on Information Technology in Biomedicine, ITIB 2018
Kraj/Terytorium	Polska
Miejscowość	Kamien Slaski
Okres	18/06/18 → 20/06/18

Cele SDG ONZ

Ten wynik przyczynia się do realizacji następujących celów zrównoważonego rozwoju

Cel 3 Dobre zdrowie i dobre samopoczucie

Obszary tematyczne ASJC Scopus

Inżynieria sterowania i systemów
Informatyka ogólna

Uzyskaj dostęp do dokumentu

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

Inne pliki i linki

Link do publikacji w Scopus

Cytowanie

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. W E. Pietka, P. Badura, J. Kawa, & W. Wieclawek (Red.), Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018 (str. 138-149). (Advances in Intelligent Systems and Computing; Tom 762). Springer Verlag. https://doi.org/10.1007/978-3-319-91211-0_12

Woloshuk, Andre ; Kręcichwost, Michał ; Juszczyk, Jan i in. / 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. redaktor / Ewa Pietka ; Pawel Badura ; Jacek Kawa ; Wojciech Wieclawek. Springer Verlag, 2019. str. 138-149 (Advances in Intelligent Systems and Computing).

@inproceedings{09a259aa8662458184e89d0704a0c11c,

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",

year = "2019",

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

language = "English",

isbn = "9783319912103",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

pages = "138--149",

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

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

address = "Germany",

}

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. w E Pietka, P Badura, J Kawa & W Wieclawek (red), Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018. Advances in Intelligent Systems and Computing, tom 762, Springer Verlag, str. 138-149, 6th International Conference on Information Technology in Biomedicine, ITIB 2018, Kamien Slaski, Polska, 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 i in.
Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018. red. / Ewa Pietka; Pawel Badura; Jacek Kawa; Wojciech Wieclawek. Springer Verlag, 2019. str. 138-149 (Advances in Intelligent Systems and Computing; Tom 762).

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

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 i in. Development of a multimodal image registration and fusion technique for visualising and monitoring chronic skin wounds. W Pietka E, Badura P, Kawa J, Wieclawek W, redaktorzy, Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018. Springer Verlag. 2019. str. 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

Abstrakt

Seria publikacji

Konferencja

Cele SDG ONZ

Obszary tematyczne ASJC Scopus

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