Computational Medicine in Data Mining and Modeling

This book presents an overview of a variety of contemporary statistical, mathematical and computer science techniques which are used to further the knowledge in the medical domain. The authors focus on applying data mining to the medical domain, including mining the sets of clinical data typically f...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Rakocevic, Goran (Editor ), Djukic, Tijana (Editor ), Filipovic, Nenad (Editor ), Milutinović, Veljko (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Temas:
Data mining.
Bioinformatics.
Artificial intelligence.
Computer simulation.
Data Mining and Knowledge Discovery.
Computational and Systems Biology.
Artificial Intelligence.
Computer Modelling.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Mining Clinical Data
  • Applications of probabilistic and related logics to decision support in medicine
  • Transforming electronic medical books to diagnostic decision support systems using relational database management systems
  • Text mining in medicine
  • A primer on information theory, with applications to neuroscience
  • Machine Learning based Imputation of Missing SNP Genotypes in SNP Genotype Arrays
  • Computer modeling of atherosclerosis
  • Particle dynamics and design of nano-drug delivery systems
  • Computational Modeling of Ultrasound Wave Propagation in Bone.

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