Extracting Biomarkers from Dynamic Images Approaches and Challenges

Jakub Nalepa; Michael P. Hayball; Stephen J. Brown; Michal Kawulok; Janusz Szymanek

doi:10.5220/0006652505200525

Extracting Biomarkers from Dynamic Images Approaches and Challenges

Jakub Nalepa
, Michael P. Hayball
, Stephen J. Brown
, Michal Kawulok
, Janusz Szymanek

Katedra Algorytmiki i Oprogramowania (RAU/RAU5)

Future Processing
Feedback PLC
Cambridge Computed Imaging

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

Abstrakt

Imaging technologies have developed rapidly over the past decade proving to be valuable and effective tools for diagnosis, evaluation and treatment of many conditions, especially cancer. Dynamic contrast enhanced imaging using computed tomography or magnetic resonance has been shown particularly effective and has been intensively studied to allow for assessing the vascular support of various tumours and other tissues. In this paper, we discuss current approaches and most important challenges in extracting markers from such dynamic images. These difficulties have to be resolved in order to ultimately improve patient care.

Język oryginału	angielski
Tytuł publikacji goszczącej	ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods
Redaktorzy	Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred
Wydawca	SciTePress
Strony	520-525
Liczba stron	6
ISBN (elektroniczny)	9789897582769
Identyfikatory DOI	https://doi.org/10.5220/0006652505200525
Status publikacji	Opublikowano - 2018
Wydarzenie	7th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2018 - Funchal, Madeira, Portugalia Czas trwania: 16 sty 2018 → 18 sty 2018

Seria publikacji

Nazwa	ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods
Tom	2018-January

Konferencja

Konferencja	7th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2018
Kraj/Terytorium	Portugalia
Miejscowość	Funchal, Madeira
Okres	16/01/18 → 18/01/18

Cele SDG ONZ

Ten wynik przyczynia się do realizacji następujących celów zrównoważonego rozwoju

Cel 3 Dobre zdrowie i dobre samopoczucie

Obszary tematyczne ASJC Scopus

Rozpoznawanie obrazów i wzorów

Uzyskaj dostęp do dokumentu

10.5220/0006652505200525

Inne pliki i linki

Link do publikacji w Scopus

Cytowanie

Nalepa, J., Hayball, M. P., Brown, S. J., Kawulok, M., & Szymanek, J. (2018). Extracting Biomarkers from Dynamic Images Approaches and Challenges. W M. De Marsico, G. S. di Baja, & A. Fred (Red.), ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods (str. 520-525). (ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods; Tom 2018-January). SciTePress. https://doi.org/10.5220/0006652505200525

Nalepa, Jakub ; Hayball, Michael P. ; Brown, Stephen J. i in. / Extracting Biomarkers from Dynamic Images Approaches and Challenges. ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods. redaktor / Maria De Marsico ; Gabriella Sanniti di Baja ; Ana Fred. SciTePress, 2018. str. 520-525 (ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods).

@inproceedings{193c0d5371d34d608e3abfca3133bd44,

title = "Extracting Biomarkers from Dynamic Images Approaches and Challenges",

abstract = "Imaging technologies have developed rapidly over the past decade proving to be valuable and effective tools for diagnosis, evaluation and treatment of many conditions, especially cancer. Dynamic contrast enhanced imaging using computed tomography or magnetic resonance has been shown particularly effective and has been intensively studied to allow for assessing the vascular support of various tumours and other tissues. In this paper, we discuss current approaches and most important challenges in extracting markers from such dynamic images. These difficulties have to be resolved in order to ultimately improve patient care.",

keywords = "Biomarkers, DCE Imaging, Medical Image Analysis",

author = "Jakub Nalepa and Hayball, \{Michael P.\} and Brown, \{Stephen J.\} and Michal Kawulok and Janusz Szymanek",

note = "Publisher Copyright: Copyright {\textcopyright} 2018 by SCITEPRESS {\textendash} Science and Technology Publications, Lda. All rights reserved; 7th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2018 ; Conference date: 16-01-2018 Through 18-01-2018",

year = "2018",

doi = "10.5220/0006652505200525",

language = "English",

series = "ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods",

publisher = "SciTePress",

pages = "520--525",

editor = "\{De Marsico\}, Maria and \{di Baja\}, \{Gabriella Sanniti\} and Ana Fred",

booktitle = "ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods",

}

Nalepa, J, Hayball, MP, Brown, SJ, Kawulok, M & Szymanek, J 2018, Extracting Biomarkers from Dynamic Images Approaches and Challenges. w M De Marsico, GS di Baja & A Fred (red), ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods. ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, tom 2018-January, SciTePress, str. 520-525, 7th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2018, Funchal, Madeira, Portugalia, 16/01/18. https://doi.org/10.5220/0006652505200525

Extracting Biomarkers from Dynamic Images Approaches and Challenges. / Nalepa, Jakub; Hayball, Michael P.; Brown, Stephen J. i in.
ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods. red. / Maria De Marsico; Gabriella Sanniti di Baja; Ana Fred. SciTePress, 2018. str. 520-525 (ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods; Tom 2018-January).

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

TY - GEN

T1 - Extracting Biomarkers from Dynamic Images Approaches and Challenges

AU - Nalepa, Jakub

AU - Hayball, Michael P.

AU - Brown, Stephen J.

AU - Kawulok, Michal

AU - Szymanek, Janusz

PY - 2018

Y1 - 2018

N2 - Imaging technologies have developed rapidly over the past decade proving to be valuable and effective tools for diagnosis, evaluation and treatment of many conditions, especially cancer. Dynamic contrast enhanced imaging using computed tomography or magnetic resonance has been shown particularly effective and has been intensively studied to allow for assessing the vascular support of various tumours and other tissues. In this paper, we discuss current approaches and most important challenges in extracting markers from such dynamic images. These difficulties have to be resolved in order to ultimately improve patient care.

AB - Imaging technologies have developed rapidly over the past decade proving to be valuable and effective tools for diagnosis, evaluation and treatment of many conditions, especially cancer. Dynamic contrast enhanced imaging using computed tomography or magnetic resonance has been shown particularly effective and has been intensively studied to allow for assessing the vascular support of various tumours and other tissues. In this paper, we discuss current approaches and most important challenges in extracting markers from such dynamic images. These difficulties have to be resolved in order to ultimately improve patient care.

KW - Biomarkers

KW - DCE Imaging

KW - Medical Image Analysis

UR - https://www.scopus.com/pages/publications/85052012319

U2 - 10.5220/0006652505200525

DO - 10.5220/0006652505200525

M3 - Conference contribution

AN - SCOPUS:85052012319

T3 - ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods

SP - 520

EP - 525

BT - ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods

A2 - De Marsico, Maria

A2 - di Baja, Gabriella Sanniti

A2 - Fred, Ana

PB - SciTePress

T2 - 7th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2018

Y2 - 16 January 2018 through 18 January 2018

ER -

Nalepa J, Hayball MP, Brown SJ, Kawulok M, Szymanek J. Extracting Biomarkers from Dynamic Images Approaches and Challenges. W De Marsico M, di Baja GS, Fred A, redaktorzy, ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods. SciTePress. 2018. str. 520-525. (ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods). doi: 10.5220/0006652505200525

Extracting Biomarkers from Dynamic Images Approaches and Challenges

Abstrakt

Seria publikacji

Konferencja

Cele SDG ONZ

Obszary tematyczne ASJC Scopus

Uzyskaj dostęp do dokumentu

Inne pliki i linki

Fingerprint

Cytowanie