Data Driven Therapy Modelling

Witold Jacak; Karin Pröll

Data Driven Therapy Modelling

Witold Jacak, Karin Pröll

Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

Abstract

Therapy modeling and planning is a very complex task. One of its crucial aspects is the derivation of therapeutic models taking into account the dynamic aspect of alert states of patient and ordered medications. This paper deals with data driven therapy modeling based on alignment methods of patient trials and trials clustering. The trial clusters are used to construct profile based therapy model.

Original language	English
Title of host publication	Proceedings of the International Mediterranean Modelling Multiconference (I3M 2015)
Pages	681-686
Publication status	Published - 2006
Event	International Mediterranean Modelling Multiconference - Barcelona, Spain Duration: 4 Oct 2006 → 6 Oct 2006

Conference

Conference	International Mediterranean Modelling Multiconference
Country/Territory	Spain
City	Barcelona
Period	04.10.2006 → 06.10.2006

Keywords

patient trials
alignment
trials clustering
profile
data driven therapy model

Cite this

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title = "Data Driven Therapy Modelling",

abstract = "Therapy modeling and planning is a very complex task. One of its crucial aspects is the derivation of therapeutic models taking into account the dynamic aspect of alert states of patient and ordered medications. This paper deals with data driven therapy modeling based on alignment methods of patient trials and trials clustering. The trial clusters are used to construct profile based therapy model.",

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author = "Witold Jacak and Karin Pr{\"o}ll",

year = "2006",

language = "English",

pages = "681--686",

booktitle = "Proceedings of the International Mediterranean Modelling Multiconference (I3M 2015)",

note = "International Mediterranean Modelling Multiconference ; Conference date: 04-10-2006 Through 06-10-2006",

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AB - Therapy modeling and planning is a very complex task. One of its crucial aspects is the derivation of therapeutic models taking into account the dynamic aspect of alert states of patient and ordered medications. This paper deals with data driven therapy modeling based on alignment methods of patient trials and trials clustering. The trial clusters are used to construct profile based therapy model.

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KW - alignment

KW - trials clustering

KW - profile

KW - data driven therapy model

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KW - trials clustering

KW - profile

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M3 - Conference contribution

SP - 681

EP - 686

BT - Proceedings of the International Mediterranean Modelling Multiconference (I3M 2015)

T2 - International Mediterranean Modelling Multiconference

Y2 - 4 October 2006 through 6 October 2006

ER -

Data Driven Therapy Modelling

Abstract

Conference

Keywords

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