A Decision Support System based on an Ensemble of Random Forests for Improving the Management of Women with Abnormal Findings at Cervical Cancer Screening

Bountris, Panagiotis ;   Haritou, Maria ;   Pouliakis, Abraham ;   Karakitsos, Petros ;   Koutsouris, Dimitrios

Tags Decision support methods and systemsComputer-aided decision makingKnowledge discovery and management

In most cases, cervical cancer (CxCa) develops due to underestimated abnormalities in the Pap test. Today, there are ancillary molecular...

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Automated Estimation of Surgery Duration for the Optimization of Operative Room's Planning

Lamer, Antoine ;   De Jonckheere, Julien ;   Jeanne, Mathieu ;   Logier, Regis

Tags Health information systemsElectronic health recordsDecision support methods and systems

At the University Hospital of Lille, the operative rooms’ planning is based on estimated durations of surgery, so that a theoretical time is...

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Development of Sleep Apnea Syndrome Screening Algorithm by using Heart Rate Variability Analysis and Support Vector Machine

Nakayama, Chikao ;   Fujiwara, Koichi ;   Matsuo, Masahiro ;   Kano, Manabu ;   Kadotani, Hiroshi

Tags Decision support methods and systemsComputer-aided decision makingData mining

Although sleep apnea syndrome (SAS) is a common sleep disorder, most patients with sleep apnea are undiagnosed and untreated because it is...

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Emergency Response Nurse Scheduling with Medical Support Robot by Multi-Agent and Fuzzy Technique

Kono, Shinya ;   Kitamura, Akira

Tags Decision support methods and systemsComputer-aided decision makingKnowledge discovery and management

Usually, the nurse schedule in a medical facility has been planed manually based on her/his experience. Recently, the robots to support the...

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From Data to the Decision: A Software Architecture to Integrate Predictive Modelling in Clinical Settings

MartĂ­nez-Millana, Antonio ;   Fernandez-Llatas, Carlos ;   Sacchi, Lucia ;   Segagni, Daniele ;   Bellazzi, Riccardo ;   Traver, Vicente ;   Guillen, Sergio

Tags Data miningDecision support methods and systemsEmerging IT for efficient/low-cost healthcare delivery

The application of statistics and mathematics over large amounts of data is providing healthcare systems with new tools for screening and...

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Using Sequential Patterns as Features for Classification Models to Make Accurate Predictions on ICU Events

Ghosh, Shameek ;   Li, Jinyan

Tags Data miningDecision support methods and systemsElectronic health records

This paper has been removed from the proceedings.

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