search query: @supervisor Gräslund, Torbjörn / total: 2
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Author: | Dong, Siyuan |
Title: | A time dependent adaptive learning process for estimating drug exposure from register data - applied to insulin and its analogues |
Publication type: | Master's thesis |
Publication year: | 2013 |
Pages: | [5] + 54 Language: eng |
Department/School: | Perustieteiden korkeakoulu |
Main subject: | Tietojenkäsittelyteoria (T-79) |
Supervisor: | Aurell, Erik ; Gräslund, Torbjörn |
Instructor: | Hoti, Fabian J. |
OEVS: | Electronic archive copy is available via Aalto Thesis Database.
Instructions Reading digital theses in the closed network of the Aalto University Harald Herlin Learning CentreIn the closed network of Learning Centre you can read digital and digitized theses not available in the open network. The Learning Centre contact details and opening hours: https://learningcentre.aalto.fi/en/harald-herlin-learning-centre/ You can read theses on the Learning Centre customer computers, which are available on all floors.
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Location: | P1 Ark Aalto | Archive |
Keywords: | insulin daily dosage time dependent adaptive learning process prospective method |
Abstract (eng): | In register based drug research time dependent drug exposure is evaluated based on information available from the prescription register. In Finland the exact daily dosage information is not available and thus has to be estimated from the total amount purchased and the purchase patterns. The aim of this master thesis project is to develop a new algorithm, named Time Dependent Adaptive Learning Process (TDALP), which is a prospective method and applies the historical records to estimate the current insulin daily dosage. Through testing under different situations including both constant daily dosage cases and alterable daily dosage cases, it is demonstrated that the performance of the new algorithm is superior over the more traditional methods. |
ED: | 2013-09-25 |
INSSI record number: 47248
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