Thesis icon

Thesis

Methods and models for acute hypotensive episode prediction

Abstract:

Hypotension is both a dangerous condition and a critical marker for the progression of certain conditions and diseases.Additional research has shown that the more quickly a hypotensive state is predicted, the better the probability of survival.

This thesis explores the creation of models to predict an acute hypotensive episode at a minimum of one hour before occurrence. Models were based on data acquired from MIMIC II, a large-scale ICU database. A variety of techniques including Par...

Expand abstract

Actions


Access Document


Files:

Authors


More by this author
Institution:
University of Oxford
Oxford college:
Linacre College
Department:
Mathematical,Physical & Life Sciences Division - Engineering Science

Contributors

Role:
Supervisor
Publication date:
2011
Type of award:
MSc by Research
Level of award:
Masters
Awarding institution:
Oxford University, UK
URN:
uuid:e4f1b05b-8378-436c-a78a-2ce19a7a9364
Local pid:
ora:6409

Terms of use


Metrics



If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP