X-ray Images Classifications Using Optimized Deep Learning

Name: X-ray Images Classifications Using Optimized Deep Learning
Brand: LAP Lambert Academic Publishing
SKU: 9786203202656
Price: 192.1 RON
Availability: InStock

Autor: MAHESH JANGID

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Editura: LAP Lambert Academic Publishing

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Deep Convolutional Neural Networks or simply Convolutional Neural Networks (CNN) have recently becom...

Informații despre carte

Autor

MAHESH JANGID

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2021

Pagini

EAN

9786203202656

ISBN

6203202657

Enbook ID

36228275

Editura

LAP Lambert Academic Publishing

Greutate

127

Dimensiuni

152 x 229 x 5

Descriere completă

Deep Convolutional Neural Networks or simply Convolutional Neural Networks (CNN) have recently become one of the most powerful and expressive learning models for Image Pattern Recognition, Medical Image Processing, Computer Vision, Handwritten/ Optical Character Recognition, etc. that are well-versed in performing the Classification tasks, both Binary as well as Categorical in an efficient and simple manner. Besides its wide use in various fields and domains these days, it has gained high popularity and recognition in the area of Medical Science as various Medical reports these days are highly reliable on the Deep Learning based Image recognition. In this book, we trained a Deep Structured Neural Network Model, which is basically a CNN Model over a large set of X-RAY Images Dataset called MURA (Musculoskeletal Radiographs Abnormality) and tried to predict the Abnormalities of a Radiographic Image (whether an Image is Normal or Abnormal) based on Binary classifications.

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X-ray Images Classifications Using Optimized Deep Learning

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