Electronic Resource

Computational medicine in data mining and modeling

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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 found in patient’s medical records, image mining, medical mining, data mining and machine learning applied to generic genomic data and more. This work also introduces modeling behavior of cancer cells, multi-scale computational models and simulations of blood flow through vessels by using patient-specific models. The authors cover different imaging techniques used to generate patient-specific models. This is used in computational fluid dynamics software to analyze fluid flow. Case studies are provided at the end of each chapter. Professionals and researchers with quantitative backgrounds will find Computational Medicine in Data Mining and Modeling useful as a reference. Advanced-level students studying computer science, mathematics, statistics and biomedicine will also find this book valuable as a reference or secondary text book.

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Ketersediaan

Informasi Detail

Judul Seri

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No. Panggil

E1083

Penerbit

New York : Springer New York., 2013

Deskripsi Fisik

x, 376 hlm. : il. warna

Bahasa

English

ISBN/ISSN

9781461487852

Klasifikasi

NONE

Tipe Isi

text

Tipe Media

computer

Tipe Pembawa

online resource

Edisi

-

Subjek

Data Mining
Simulasi Proses : Komputerisasi

Info Detail Spesifik

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Pernyataan Tanggungjawab

Edited by Goran Rakocevic, Tijana Djukic, Nenad Filipovic, Veljko Milutinović

Versi lain/terkait

Lampiran Berkas

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