Deep Learning for Smart Healthcare

Deep Learning for Smart Healthcare
Author :
Publisher : CRC Press
Total Pages : 309
Release :
ISBN-10 : 9781040021378
ISBN-13 : 1040021379
Rating : 4/5 (379 Downloads)

Book Synopsis Deep Learning for Smart Healthcare by : K. Murugeswari

Download or read book Deep Learning for Smart Healthcare written by K. Murugeswari and published by CRC Press. This book was released on 2024-05-15 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning can provide more accurate results compared to machine learning. It uses layered algorithmic architecture to analyze data. It produces more accurate results since learning from previous results enhances its ability. The multi-layered nature of deep learning systems has the potential to classify subtle abnormalities in medical images, clustering patients with similar characteristics into risk-based cohorts, or highlighting relationships between symptoms and outcomes within vast quantities of unstructured data. Exploring this potential, Deep Learning for Smart Healthcare: Trends, Challenges and Applications is a reference work for researchers and academicians who are seeking new ways to apply deep learning algorithms in healthcare, including medical imaging and healthcare data analytics. It covers how deep learning can analyze a patient’s medical history efficiently to aid in recommending drugs and dosages. It discusses how deep learning can be applied to CT scans, MRI scans and ECGs to diagnose diseases. Other deep learning applications explored are extending the scope of patient record management, pain assessment, new drug design and managing the clinical trial process. Bringing together a wide range of research domains, this book can help to develop breakthrough applications for improving healthcare management and patient outcomes.


Deep Learning for Smart Healthcare Related Books

Deep Learning for Smart Healthcare
Language: en
Pages: 309
Authors: K. Murugeswari
Categories: Medical
Type: BOOK - Published: 2024-05-15 - Publisher: CRC Press

DOWNLOAD EBOOK

Deep learning can provide more accurate results compared to machine learning. It uses layered algorithmic architecture to analyze data. It produces more accurat
Artificial Intelligence and Internet of Things
Language: en
Pages: 406
Authors: Lalit Mohan Goyal
Categories: Health & Fitness
Type: BOOK - Published: 2021-08-25 - Publisher: CRC Press

DOWNLOAD EBOOK

This book reveals the applications of AI and IoT in smart healthcare and medical systems. It provides core principles, algorithms, protocols, emerging trends, s
Blockchain and Deep Learning for Smart Healthcare
Language: en
Pages: 484
Authors: Akansha Singh
Categories: Computers
Type: BOOK - Published: 2024-01-04 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

BLOCKCHAIN and DEEP LEARNING for SMART HEALTHCARE The book discusses the popular use cases and applications of blockchain technology and deep learning in buildi
Artificial Intelligence and Big Data Analytics for Smart Healthcare
Language: en
Pages: 292
Authors: Miltiadis Lytras
Categories: Medical
Type: BOOK - Published: 2021-10-22 - Publisher: Academic Press

DOWNLOAD EBOOK

Artificial Intelligence and Big Data Analytics for Smart Healthcare serves as a key reference for practitioners and experts involved in healthcare as they striv
Machine Learning for Healthcare Applications
Language: en
Pages: 418
Authors: Sachi Nandan Mohanty
Categories: Computers
Type: BOOK - Published: 2021-04-13 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

When considering the idea of using machine learning in healthcare, it is a Herculean task to present the entire gamut of information in the field of intelligent