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portada A Beginner's Guide to Medical Application Development with Deep Convolutional Neural Networks
Type
Physical Book
Publisher
Year
2026
Language
English
Pages
184
Format
Paperback
Dimensions
23.4x15.6 cm
ISBN13
9781032598291

A Beginner's Guide to Medical Application Development with Deep Convolutional Neural Networks

Snehan Biswas (Author) · CRC Press · Paperback

A Beginner's Guide to Medical Application Development with Deep Convolutional Neural Networks - Snehan Biswas

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Synopsis "A Beginner's Guide to Medical Application Development with Deep Convolutional Neural Networks"

This book serves as a source of introductory material and reference for medical application development and related technologies by providing the detailed implementation of cutting-edge deep learning methodologies. It targets cloud-based advanced medical application developments using open-source Python-based deep learning libraries. It includes code snippets and sophisticated convolutional neural networks to tackle real-world problems in medical image analysis and beyond.

Features:

Provides programming guidance for creation of sophisticated and reliable neural networks for image processing.

Incorporates the comparative study on GAN, stable diffusion, and its application on medical image data augmentation.

Focuses on solving real-world medical imaging problems.

Discusses advanced concepts of deep learning along with the latest technology such as GPT, stable diffusion, and ViT.

Develops applicable knowledge of deep learning using Python programming, followed by code snippets and OOP concepts.

This book is aimed at graduate students and researchers in medical data analytics, medical image analysis, signal processing, and deep learning.

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