Model-based diagnosis with FTTell: Assessing the potential for pediatric failure to thrive (FTT) during the perinatal stage

Natali Levi-Soskin; Ron Shaoul; Hanan Kohen; Ahmad Jbara; Dov Dori

doi:10.1007/978-3-030-29608-7_4

Model-based diagnosis with FTTell: Assessing the potential for pediatric failure to thrive (FTT) during the perinatal stage

Natali Levi-Soskin
, Ron Shaoul
, Hanan Kohen
, Ahmad Jbara
, Dov Dori

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

9 Scopus citations

Abstract

Models have traditionally been mostly either prescriptive, expressing the function, structure and behavior of a system-to-be, or descriptive, specifying a system so it can be understood and analyzed. In this work, we offer a third kind—diagnostic models. We have built a model for assessing potential pediatric failure to thrive (FTT) during the perinatal stage. Although FTT is commonly found in young children and has been studied extensively, the exact etiology is often not clear. The ideal solution is for a pediatrician to input pertinent data and information in a single tool in order to obtain some assessment on the potential etiology. We present FTTell—an executable model-based medical knowledge aggregation and diagnosis tool, in which the qualitative considerations and quantitative parameters of the problem are modeled using a Methodical Approach to Executable Integrative Modeling (MAXIM)—an extended version of Object-Process Methodology (OPM) ISO 19450, focusing on the perinatal stage. The efficacy of the tool is demonstrated on three real-life cases, and the tool’s diagnosis outcomes may be compared with and critiqued by a domain expert.

Original language	English (US)
Title of host publication	Information Systems
Subtitle of host publication	Research, Development, Applications, Education - 12th SIGSAND/PLAIS EuroSymposium 2019, Proceedings
Editors	Stanislaw Wrycza, Jacek Maslankowski
Publisher	Springer Verlag
Pages	37-47
Number of pages	11
ISBN (Print)	9783030296070
DOIs	https://doi.org/10.1007/978-3-030-29608-7_4
State	Published - 2019
Externally published	Yes
Event	12th SIGSAND/PLAIS EuroSymposium, 2019 - Gdansk, Poland Duration: Sep 19 2019 → Sep 19 2019

Publication series

Name	Lecture Notes in Business Information Processing
Volume	359
ISSN (Print)	1865-1348
ISSN (Electronic)	1865-1356

Conference

Conference	12th SIGSAND/PLAIS EuroSymposium, 2019
Country/Territory	Poland
City	Gdansk
Period	9/19/19 → 9/19/19

Keywords

Executable models
Failure to thrive (FTT) potential
Model-based diagnosis
OPM ISO 19450
Systems and software engineering

ASJC Scopus subject areas

Management Information Systems
Control and Systems Engineering
Business and International Management
Information Systems
Modeling and Simulation
Information Systems and Management

Access to Document

10.1007/978-3-030-29608-7_4

Cite this

Levi-Soskin, N., Shaoul, R., Kohen, H., Jbara, A., & Dori, D. (2019). Model-based diagnosis with FTTell: Assessing the potential for pediatric failure to thrive (FTT) during the perinatal stage. In S. Wrycza, & J. Maslankowski (Eds.), Information Systems: Research, Development, Applications, Education - 12th SIGSAND/PLAIS EuroSymposium 2019, Proceedings (pp. 37-47). (Lecture Notes in Business Information Processing; Vol. 359). Springer Verlag. https://doi.org/10.1007/978-3-030-29608-7_4

Model-based diagnosis with FTTell: Assessing the potential for pediatric failure to thrive (FTT) during the perinatal stage. / Levi-Soskin, Natali; Shaoul, Ron; Kohen, Hanan et al.
Information Systems: Research, Development, Applications, Education - 12th SIGSAND/PLAIS EuroSymposium 2019, Proceedings. ed. / Stanislaw Wrycza; Jacek Maslankowski. Springer Verlag, 2019. p. 37-47 (Lecture Notes in Business Information Processing; Vol. 359).

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

Levi-Soskin, N, Shaoul, R, Kohen, H, Jbara, A & Dori, D 2019, Model-based diagnosis with FTTell: Assessing the potential for pediatric failure to thrive (FTT) during the perinatal stage. in S Wrycza & J Maslankowski (eds), Information Systems: Research, Development, Applications, Education - 12th SIGSAND/PLAIS EuroSymposium 2019, Proceedings. Lecture Notes in Business Information Processing, vol. 359, Springer Verlag, pp. 37-47, 12th SIGSAND/PLAIS EuroSymposium, 2019, Gdansk, Poland, 9/19/19. https://doi.org/10.1007/978-3-030-29608-7_4

Levi-Soskin N, Shaoul R, Kohen H, Jbara A, Dori D. Model-based diagnosis with FTTell: Assessing the potential for pediatric failure to thrive (FTT) during the perinatal stage. In Wrycza S, Maslankowski J, editors, Information Systems: Research, Development, Applications, Education - 12th SIGSAND/PLAIS EuroSymposium 2019, Proceedings. Springer Verlag. 2019. p. 37-47. (Lecture Notes in Business Information Processing). doi: 10.1007/978-3-030-29608-7_4

Levi-Soskin, Natali ; Shaoul, Ron ; Kohen, Hanan et al. / Model-based diagnosis with FTTell : Assessing the potential for pediatric failure to thrive (FTT) during the perinatal stage. Information Systems: Research, Development, Applications, Education - 12th SIGSAND/PLAIS EuroSymposium 2019, Proceedings. editor / Stanislaw Wrycza ; Jacek Maslankowski. Springer Verlag, 2019. pp. 37-47 (Lecture Notes in Business Information Processing).

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Model-based diagnosis with FTTell: Assessing the potential for pediatric failure to thrive (FTT) during the perinatal stage

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