Hybrid Machine Intelligence for Medical Image Analysis

Name: Hybrid Machine Intelligence for Medical Image Analysis
Brand: Springer Verlag, Singapore
SKU: 9789811389290
Price: 2417 CZK
Availability: InStock

Autor: Siddhartha Bhattacharya, Debanjan Konar, Jan Platos

Jazyk:

Vazba: Pevná

Vydavatel: Springer Verlag, Singapore

Dostupnost: Skladem u dodavatele

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2 417 Kč

The book discusses the impact of machine learning and computational intelligent algorithms on medica...

Informace o knize

Autor

Siddhartha Bhattacharya, Debanjan Konar, Jan Platos

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2019

Stránek

293

EAN

9789811389290

ISBN

9811389292

Enbook ID

22501363

Vydavatel

Springer Verlag, Singapore

Hmotnost

635

Rozměry

155 x 235 x 22

Kompletní popis

The book discusses the impact of machine learning and computational intelligent algorithms on medical image data processing, and introduces the latest trends in machine learning technologies and computational intelligence for intelligent medical image analysis. The topics covered include automated region of interest detection of magnetic resonance images based on center of gravity; brain tumor detection through low-level features detection; automatic MRI image segmentation for brain tumor detection using the multi-level sigmoid activation function; and computer-aided detection of mammographic lesions using convolutional neural networks.

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Hybrid Machine Intelligence for Medical Image Analysis

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Kompletní popis

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