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Data mining in clinical medicine

Author: Carlos Fernandez-Llatas; Juan Miguel García-Gómez
Publisher: New York : Humana Press, [2015]
Series: Methods in molecular biology (Clifton, N.J.), v. 1246.; Springer protocols (Series)
Edition/Format:   Print book : EnglishView all editions and formats
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Genre/Form: Aufsatzsammlung
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Carlos Fernandez-Llatas; Juan Miguel García-Gómez
ISBN: 9781493919840 1493919849
OCLC Number: 886485776
Description: xii, 270 pages : illustrations.
Contents: Actigraphy pattern analysis for outpatient monitoring / Elies Fuster-Garcia [and others] --
Definition of loss functions for learning from imbalanced data to minimize evaluation metrics / Juan Miguel Garcia-Gómez and Salvador Tortajada --
Audit method suited for DSS in clinical environment / Javier Vicente --
Incremental logistic regression for customizing automatic diagnostic models / Salvador Tortajada, Montserrat Robles, and Juan Miguel Garcia-Gómez --
Using process mining for automatic support of clinical pathways design / Carlos Fernandez-Llatas [and others] --
Analyzing complex patients' temporal histories : new frontiers in temporal data mining / Lucia Sacchi, Arianna Dagliati, and Riccardo Bellazzi --
Snow system : a decentralized medical data processing system / Johan Gustav Bellika, Torje Starbo Henriksen, and Kassaye Yitbarek Yigzaw --
Data mining for pulsing the emotion on the web / Jose Enrique Borras- Morell --
Introduction on health recommender systems / C.L. Sanchez-Bocanegra, F. Sanchez-Laguna, and J.L. Sevillano --
Cloud computing for context-aware enhanced m-health services / Carlos Fernandez-Llatas [and others] --
Analysis of speech-based measures for detecting and monitoring alzheimer's disease / A. Khodabakhsh and C. Demiroglu --
Applying data mining for the analysis of breast cancer data / Der-Ming Liou and Wei-Pin Chang --
Mining data when technology is applied to support patients and professional on the control of chronic diseases : the experience of the METABO platform for diabetes management / Giuseppe Fico [and others] --
Data analysis in cardiac arrhythmias / Miguel Rodrigo [and others] --
Knowledge-based personal health system to empower outpatients of diabetes mellitus by means of P4 medicine / Adrián Bresó [and others] --
Serious games for elderly continuous monitoring / Lenin-G. Lemus-Zúñiga [and others].
Series Title: Methods in molecular biology (Clifton, N.J.), v. 1246.; Springer protocols (Series)
Responsibility: edited by Carlos Fernández-Llatas, Juan Miguel García-Gómez.

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