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121
Voted
AIME
2015
Springer
9 years 12 months ago
Monitoring people that need assistance through a sensor-based system: evaluation and first results
Abstract. Decline in daily functioning usually involves the reduction and discontinuity in daily routines; entailing a considerable decrease of the quality of life (QoL). This is e...
Xavier Rafael Palou, Eloisa Vargiu, Felip Miralles
111
Voted
AIME
2015
Springer
9 years 12 months ago
Causal Discovery from Medical Data: Dealing with Missing Values and a Mixture of Discrete and Continuous Data
Causal discovery is an increasingly popular method for data analysis in the field of medical research. In this paper we consider two challenges in causal discovery that occur very...
Elena Sokolova, Perry Groot, Tom Claassen, Daniel ...
111
Voted
AIME
2015
Springer
9 years 12 months ago
Mining Hierarchical Pathology Data Using Inductive Logic Programming
Considerable amounts of data are continuously generated by pathologists in the form of pathology reports. To date, there has been relatively little work exploring how to apply mach...
Tim Op De Beéck, Arjen Hommersom, Jan Van H...
111
Voted
AIME
2015
Springer
9 years 12 months ago
Length of stay prediction and analysis through a growing neural gas model
Length of stay (LoS) prediction is considered an important research field in Healthcare Informatics as it can help to improve hospital bed and resource management. The health cost ...
Luigi Lella, Antonio Di Giorgio, Aldo Franco Drago...
104
Voted
AIME
2015
Springer
9 years 12 months ago
Identifying Evidence Quality for Updating Evidence-Based Medical Guidelines
Abstract. Evidence-based medical guidelines contain a collection of recommendations which have been created using the best clinical research findings (a.k.a. evidences) of the hig...
Zhisheng Huang, Qing Hu, Annette ten Teije, Frank ...