A Dynamic Bayesian Network Approach for Time-Specific Survival Probability Prediction in Patients after Ventricular Assist Device Implantation

Exarchos, Themis P. ;   Rigas, Georgios ;   Goletsis, Yorgos ;   Stefanou, Kostas ;   Jacobs, Steven ;   Trivella, Maria G. ;   Fotiadis, Dimitrios I.

Tags Decision support methods and systemsData mining

In this work we present a decision support tool for the calculation of time-dependent survival probability for patients after ventricular...

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Decision Support for Stroke Rehabilitation Therapy Via Describable Attribute-Based Decision Trees

Venkataraman, Vinay ;   Turaga, Pavan ;   Lehrer, Nicole ;   Baran, Michael ;   Rikakis, Thanassis ;   Wolf, Steven L

Tags Decision support methods and systemsComputer-aided decision makingLow cost health delivery, public and environmental health, epidemiology

This paper proposes a computational framework for movement quality assessment using a decision tree model that can potentially assist a...

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Disease State Fingerprint for Fall Risk Assessment

Similä, Heidi ;   Immonen, Milla Sinikka

Tags Knowledge discovery and managementPersonalised healthDecision support methods and systems

Fall prevention is an important and complex multifactorial challenge, since one third of people over 65 years old fall at least once every year....

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Personalized Alerts for Patients with COPD Using Pulse Oximetry and Symptom Scores

Shah, Syed Ahmar ;   Velardo, Carmelo ;   Gibson, Oliver John ;   Rutter, Heather ;   Farmer, Andrew ;   Tarassenko, Lionel

Tags Decision support methods and systemsPersonalised healtheHealth

Chronic Obstructive Pulmonary Disease (COPD) is a progressive chronic disease, predicted to become the third leading cause of death by 2030....

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Physiological Trajectory of Patients Pre and Post ICU Discharge

Johnson, Alistair Edward William ;   Burgess, Jonathan ;   Pimentel, Marco A.F. ;   Clifton, David ;   Young, J Duncan ;   Watkinson, Peter J. ;   Tarassenko, Lionel

Tags Decision support methods and systemsData miningKnowledge discovery and management

The intensive care unit (ICU) admits the most severely ill patients, and the goal of the unit can be interpreted as stabilizing patient...

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Telemonitoring in Heart Failure Patients with Clinical Decision Support to Optimize Medication Doses Based on Guidelines

Kropf, Martin ;   Modre, Robert ;   Hayn, Dieter ;   Fruhwald, Friedrich ;   Schreier, Guenter

Tags Decision support methods and systemsComputer-aided decision makingTelemedicine

The European Society of Cardiology guidelines for heart failure management are based on strong evidence that adherence to optimal medication...

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