Sciweavers

AIME
2007
Springer
13 years 10 months ago
Knowledge-Based Modeling and Simulation of Diseases with Highly Differentiated Clinical Manifestations
This paper presents the cognitive model of gastroesophageal reflux disease (GERD) developed for the Maryland Virtual Patient simulation and mentoring environment. GERD represents a...
Marjorie McShane, Sergei Nirenburg, Stephen Beale,...
AIME
2007
Springer
13 years 10 months ago
A Causal Modeling Framework for Generating Clinical Practice Guidelines from Data
Abstract. The practice of medicine is becoming increasingly evidencebased and clinical practice guidelines (CPGs) are necessary for advancing evidence-based medicine (EBM). We hypo...
Subramani Mani, Constantin F. Aliferis
AIME
2007
Springer
13 years 10 months ago
An Ontology-Driven Agent-Based Clinical Guideline Execution Engine
One of the hardest tasks in any healthcare application is the management of knowledge. Organisational information as well as medical concepts should be represented in an appropriat...
David Isern, David Sánchez, Antonio Moreno
AIME
2007
Springer
13 years 10 months ago
Semantic Web Framework for Knowledge-Centric Clinical Decision Support Systems
Lately, there have been considerable efforts to computerize Clinical Practice Guidelines (CPG) so that they can be executed via Clinical Decision Support Systems (CDSS) at the poin...
Sajjad Hussain, Samina Raza Abidi, Syed Sibte Raza...
AIME
2007
Springer
13 years 10 months ago
A Human-Machine Cooperative Approach for Time Series Data Interpretation
Abstract. This paper deals with the interpretation of biomedical multivariate time series for extracting typical scenarios. This task is known to be difficult, due to the temporal ...
Thomas Guyet, Catherine Garbay, Michel Dojat
AIME
2007
Springer
13 years 10 months ago
Variable Selection for Optimal Decision Making
This paper discusses variable selection for medical decision making; in particular decisions regarding when to provide treatment and which treatment to provide. Current variable se...
Lacey Gunter, Ji Zhu, Susan Murphy
AIME
2007
Springer
13 years 10 months ago
Predictive Modeling of fMRI Brain States Using Functional Canonical Correlation Analysis
We present a novel method for predictive modeling of human brain states from functional neuroimaging (fMRI) data. Extending the traditional canonical correlation analysis of discre...
Sennay Ghebreab, Arnold W. M. Smeulders, Pieter W....
AIME
2007
Springer
13 years 10 months ago
Machine Learning Techniques for Decision Support in Anesthesia
Abstract. The growing availability of measurement devices in the operating room enables the collection of a huge amount of data about the state of the patient and the doctors’ pr...
Olivier Caelen, Gianluca Bontempi, Luc Barvais
AIME
2007
Springer
13 years 10 months ago
An Intelligent Platform to Provide Home Care Services
Abstract. The progressive increase in the percentage of old people in all European countries implies an enormous economic and social cost, which can be somehow reduced if Home Care...
David Isern, Antonio Moreno, Gianfranco Pedone, L&...