Potential of epidemiological imaging for image analysis and visualization applications: A brief review

Tatyana Ivanovska; Sebastian Herzog; Jose Matute Flores; Pierluigi Ciet; Lars Linsen; Liesbeth Duijts; Harm Tiddens; Henry Volzke; Annette Peters; Florentin Worgotter

doi:10.1109/MCSI.2017.9

Potential of epidemiological imaging for image analysis and visualization applications: A brief review

Tatyana Ivanovska, Sebastian Herzog, Jose Matute Flores, Pierluigi Ciet, Lars Linsen, Liesbeth Duijts, Harm Tiddens, Henry Volzke, Annette Peters, Florentin Worgotter

Research output: Chapter/Conference proceeding › Conference proceeding › Academic › peer-review

Abstract

Recently, large population-based studies gain increasing focus in the research community. Epidemiological studies acquire numerous data by means of questionnaires and examinations. Many of these studies also collect imaging data, for instance, magnetic resonance imaging or ultrasonography from hundreds or even thousands of participants. Here, we consider several on-going epidemiological studies conducted in Europe as well as challenges of subsequent image analysis and visualization of heterogeneous data, which were obtained within these studies. In particular, the main focus is on airway extraction tasks and the visual analytics problems. Available solutions and future directions for computer science specialists are presented and analyzed in terms of user-friendliness, speed, and efficiency.

Original language	English
Title of host publication	Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-6
Number of pages	6
ISBN (Electronic)	9781538628201
DOIs	https://doi.org/10.1109/MCSI.2017.9
Publication status	Published - 27 Mar 2018
Event	4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017 - Corfu, Greece Duration: 24 Aug 2017 → 27 Aug 2017

Publication series

Series	Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017
Volume	2018-January

Conference

Conference	4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017
Country/Territory	Greece
City	Corfu
Period	24/08/17 → 27/08/17

Bibliographical note

Publisher Copyright:
© 2017 IEEE.

Access to Document

10.1109/MCSI.2017.9

Cite this

Ivanovska, T., Herzog, S., Flores, J. M., Ciet, P., Linsen, L., Duijts, L., Tiddens, H., Volzke, H., Peters, A., & Worgotter, F. (2018). Potential of epidemiological imaging for image analysis and visualization applications: A brief review. In Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017 (pp. 1-6). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MCSI.2017.9

Ivanovska, Tatyana ; Herzog, Sebastian ; Flores, Jose Matute et al. / Potential of epidemiological imaging for image analysis and visualization applications : A brief review. Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 1-6 (Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017, Vol. 2018-January).

@inproceedings{40d4f5ce5df54d5da8d0b87a28305bae,

title = "Potential of epidemiological imaging for image analysis and visualization applications: A brief review",

abstract = "Recently, large population-based studies gain increasing focus in the research community. Epidemiological studies acquire numerous data by means of questionnaires and examinations. Many of these studies also collect imaging data, for instance, magnetic resonance imaging or ultrasonography from hundreds or even thousands of participants. Here, we consider several on-going epidemiological studies conducted in Europe as well as challenges of subsequent image analysis and visualization of heterogeneous data, which were obtained within these studies. In particular, the main focus is on airway extraction tasks and the visual analytics problems. Available solutions and future directions for computer science specialists are presented and analyzed in terms of user-friendliness, speed, and efficiency.",

author = "Tatyana Ivanovska and Sebastian Herzog and Flores, {Jose Matute} and Pierluigi Ciet and Lars Linsen and Liesbeth Duijts and Harm Tiddens and Henry Volzke and Annette Peters and Florentin Worgotter",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017 ; Conference date: 24-08-2017 Through 27-08-2017",

year = "2018",

month = mar,

day = "27",

doi = "10.1109/MCSI.2017.9",

language = "English",

series = "Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017",

pages = "1--6",

booktitle = "Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

}

Ivanovska, T, Herzog, S, Flores, JM, Ciet, P, Linsen, L, Duijts, L, Tiddens, H, Volzke, H, Peters, A & Worgotter, F 2018, Potential of epidemiological imaging for image analysis and visualization applications: A brief review. in Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017. Institute of Electrical and Electronics Engineers Inc., Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017, vol. 2018-January, pp. 1-6, 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017, Corfu, Greece, 24/08/17. https://doi.org/10.1109/MCSI.2017.9

Potential of epidemiological imaging for image analysis and visualization applications: A brief review. / Ivanovska, Tatyana; Herzog, Sebastian; Flores, Jose Matute et al.
Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1-6 (Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017, Vol. 2018-January).

Research output: Chapter/Conference proceeding › Conference proceeding › Academic › peer-review

TY - GEN

T1 - Potential of epidemiological imaging for image analysis and visualization applications

T2 - 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017

AU - Ivanovska, Tatyana

AU - Herzog, Sebastian

AU - Flores, Jose Matute

AU - Ciet, Pierluigi

AU - Linsen, Lars

AU - Duijts, Liesbeth

AU - Tiddens, Harm

AU - Volzke, Henry

AU - Peters, Annette

AU - Worgotter, Florentin

PY - 2018/3/27

Y1 - 2018/3/27

N2 - Recently, large population-based studies gain increasing focus in the research community. Epidemiological studies acquire numerous data by means of questionnaires and examinations. Many of these studies also collect imaging data, for instance, magnetic resonance imaging or ultrasonography from hundreds or even thousands of participants. Here, we consider several on-going epidemiological studies conducted in Europe as well as challenges of subsequent image analysis and visualization of heterogeneous data, which were obtained within these studies. In particular, the main focus is on airway extraction tasks and the visual analytics problems. Available solutions and future directions for computer science specialists are presented and analyzed in terms of user-friendliness, speed, and efficiency.

AB - Recently, large population-based studies gain increasing focus in the research community. Epidemiological studies acquire numerous data by means of questionnaires and examinations. Many of these studies also collect imaging data, for instance, magnetic resonance imaging or ultrasonography from hundreds or even thousands of participants. Here, we consider several on-going epidemiological studies conducted in Europe as well as challenges of subsequent image analysis and visualization of heterogeneous data, which were obtained within these studies. In particular, the main focus is on airway extraction tasks and the visual analytics problems. Available solutions and future directions for computer science specialists are presented and analyzed in terms of user-friendliness, speed, and efficiency.

UR - http://www.scopus.com/inward/record.url?scp=85049698816&partnerID=8YFLogxK

U2 - 10.1109/MCSI.2017.9

DO - 10.1109/MCSI.2017.9

M3 - Conference proceeding

AN - SCOPUS:85049698816

T3 - Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017

SP - 1

EP - 6

BT - Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 24 August 2017 through 27 August 2017

ER -

Ivanovska T, Herzog S, Flores JM, Ciet P, Linsen L, Duijts L et al. Potential of epidemiological imaging for image analysis and visualization applications: A brief review. In Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017. Institute of Electrical and Electronics Engineers Inc. 2018. p. 1-6. (Proceedings - 2017 4th International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2017, Vol. 2018-January). doi: 10.1109/MCSI.2017.9

Potential of epidemiological imaging for image analysis and visualization applications: A brief review

Abstract

Publication series

Conference

Bibliographical note

Access to Document

Other files and links

Fingerprint

Cite this