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

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A Beginner Guide to Medical Application Development with Deep Convolutional Neural Networks is written by Snehan Biswas and published by . It's available with International Standard Book Number or ISBN identification 1003456472 (ISBN 10) and 9781003456476 (ISBN 13).

"This book serves as source of introductory material and reference for medical application development and related technologies by providing the detail implementation of the cutting-edge deep learning methodologies. It targets the cloud based advanced medical application developments using open-source python based deep learning libraries. It includes code snippets and sophisticated Convolutional Neural Networks (CNNs) to tackle real-world problems in medical image analysis and beyond. The book provides programming guidance for creation of sophisticated and reliable neural networks for image processing and incorporates the comparative study on GAN, Stable diffusion and its application on Medical Image data augmentation. It focusses on solving real world medical imaging problems and discuses advanced concepts of Deep Learning along with latest technology like GPT, Stable Diffusion, ViT. This book is aimed at graduate students and researchers in medical data analytics, medical image analysis, signal processing, and deep learning"--