GoCom – A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation

Alexandra Kogan; Mor Peleg; Samson W. Tu; Raviv Allon; Natanel Khaitov; Irit Hochberg

GoCom – A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation

Alexandra Kogan, Mor Peleg, Samson W. Tu, Raviv Allon, Natanel Khaitov, Irit Hochberg

Department of Information Systems

Research output: Contribution to conference › Paper › peer-review

Abstract

Patients with chronic multimorbidity require physicians to develop complex management plans that address potential interactions among the patient’s morbidities and medications. We developed GoCom, a goal-oriented methodology for providing decision-support for multimorbidity patients which detects and mitigates interactions among recommendations stemming from multiple clinical guidelines, consults medical ontologies and relies on patient-information standards. We present GoCom’s conceptual goal-model and reasoning patterns that aggregate and visualize non-conflicted mitigated therapies as option-sets that meet the multimorbidity goals.

Original language	English
State	Published - 2020
Event	The AMIA 2020 Virtual Annual Symposium - Duration: 16 Nov 2020 → …

Conference

Conference	The AMIA 2020 Virtual Annual Symposium
Period	16/11/20 → …

Bibliographical note

Funding Information:
The research was funded by grant 906/16 from Israel Science Foundation. We thank Prof. Wojtek Michalowski and the anonymous reviewers for providing comments that helped improve our paper.

Publisher Copyright:
© 2020 Elsevier Inc.

Keywords

Comorbidity
Computer-interpretable guidelines
Decision-support
Multimorbidity

ASJC Scopus subject areas

Computer Science Applications
Health Informatics

Access to Document

https://s4.goeshow.com/amia/annual/2020/schedule_at_a_glance.cfm?session_key=54E8564F-6302-EB11-80BE-00219B907922&session_date=Monday,%20Nov%2016,%202020

Cite this

Kogan, A., Peleg, M., Tu, S. W., Allon, R., Khaitov, N., & Hochberg, I. (2020). GoCom – A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation. Paper presented at The AMIA 2020 Virtual Annual Symposium. https://s4.goeshow.com/amia/annual/2020/schedule_at_a_glance.cfm?session_key=54E8564F-6302-EB11-80BE-00219B907922&session_date=Monday,%20Nov%2016,%202020

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title = "GoCom – A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation",

abstract = "Patients with chronic multimorbidity require physicians to develop complex management plans that address potential interactions among the patient{\textquoteright}s morbidities and medications. We developed GoCom, a goal-oriented methodology for providing decision-support for multimorbidity patients which detects and mitigates interactions among recommendations stemming from multiple clinical guidelines, consults medical ontologies and relies on patient-information standards. We present GoCom{\textquoteright}s conceptual goal-model and reasoning patterns that aggregate and visualize non-conflicted mitigated therapies as option-sets that meet the multimorbidity goals.",

keywords = "Comorbidity, Computer-interpretable guidelines, Decision-support, Multimorbidity",

author = "Alexandra Kogan and Mor Peleg and Tu, {Samson W.} and Raviv Allon and Natanel Khaitov and Irit Hochberg",

note = "Publisher Copyright: {\textcopyright} 2020 Elsevier Inc.; The AMIA 2020 Virtual Annual Symposium ; Conference date: 16-11-2020",

year = "2020",

language = "אנגלית",

}

Kogan, A , Peleg, M, Tu, SW, Allon, R, Khaitov, N & Hochberg, I 2020, 'GoCom – A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation', Paper presented at The AMIA 2020 Virtual Annual Symposium, 16/11/20. <https://s4.goeshow.com/amia/annual/2020/schedule_at_a_glance.cfm?session_key=54E8564F-6302-EB11-80BE-00219B907922&session_date=Monday,%20Nov%2016,%202020>

TY - CONF

T1 - GoCom – A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation

AU - Kogan, Alexandra

AU - Peleg, Mor

AU - Tu, Samson W.

AU - Allon, Raviv

AU - Khaitov, Natanel

AU - Hochberg, Irit

PY - 2020

Y1 - 2020

N2 - Patients with chronic multimorbidity require physicians to develop complex management plans that address potential interactions among the patient’s morbidities and medications. We developed GoCom, a goal-oriented methodology for providing decision-support for multimorbidity patients which detects and mitigates interactions among recommendations stemming from multiple clinical guidelines, consults medical ontologies and relies on patient-information standards. We present GoCom’s conceptual goal-model and reasoning patterns that aggregate and visualize non-conflicted mitigated therapies as option-sets that meet the multimorbidity goals.

AB - Patients with chronic multimorbidity require physicians to develop complex management plans that address potential interactions among the patient’s morbidities and medications. We developed GoCom, a goal-oriented methodology for providing decision-support for multimorbidity patients which detects and mitigates interactions among recommendations stemming from multiple clinical guidelines, consults medical ontologies and relies on patient-information standards. We present GoCom’s conceptual goal-model and reasoning patterns that aggregate and visualize non-conflicted mitigated therapies as option-sets that meet the multimorbidity goals.

KW - Comorbidity

KW - Computer-interpretable guidelines

KW - Decision-support

KW - Multimorbidity

M3 - הרצאה

T2 - The AMIA 2020 Virtual Annual Symposium

Y2 - 16 November 2020

ER -

GoCom – A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation

Abstract

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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