Data Mining in Clinical Medicine /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Fernández-Llatas, Carlos. (Editor ), García-Gómez, Juan Miguel. (Editor )
Formato: eBook
Lenguaje:English
Publicado: New York, NY : Springer New York : Imprint: Humana, 2015.
Edición:1st ed. 2015.
Colección:Methods in Molecular Biology, 1246
Materias:
Tabla de Contenidos:
  • Actigraphy Pattern Analysis For Outpatient Monitoring
  • Definition of Loss Functions for Learning from Imbalanced Data to Minimize Evaluation Metrics
  • Audit Method Suited for DSS in Clinical Environment
  • Incremental Logistic Regression for Customizing Automatic Diagnostic Models
  • Using Process Mining for Automatic Support of clinical Pathways Design
  • Analyzing Complex Patients' Temporal Histories: New Frontiers in Temporal Data Mining
  • The Snow System - A Decentralized Medical Data Processing System
  • Data Mining for Pulsing the Emotion on the Web
  • Introduction on Health Recommender Systems
  • Cloud Computing for Context-Aware Enhanced m-Health Services
  • Analysis of Speech-based Measures for Detecting and Monitoring Alzheimer's Disease
  • Applying Data Mining for the Analysis of Breast Cancer Data
  • 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
  • Data Analysis In Cardiac Arrhythmias
  • Knowledge-Based Personal Health System to Empower Outpatients of Diabetes Mellitus by means of P4 Medicine
  • Serious Games For Elderly Continuous Monitoring.