Deep Learning for Smart Healthcare : Trends, Challenges and Applications - K. Murugeswari

Deep Learning for Smart Healthcare

Trends, Challenges and Applications

By: K. Murugeswari (Editor), B. Sundaravadivazhagan (Editor), S Poonkuntran (Editor)

Hardcover | 15 May 2024

At a Glance

Hardcover


RRP $336.00

$237.75

29%OFF

or 4 interest-free payments of $59.44 with

 or 

Aims to ship in 7 to 10 business days

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.

More in Machine Learning

How We Learn : The New Science of Education and the Brain - Stanislas Dehaene
Learning Spark : Lightning-Fast Data Analytics - Jules S. Damji

RRP $152.00

$66.25

56%
OFF
Scaling Python with Dask : From Data Science to Machine Learning - Holden Karau
AI Machine Learning - Dr. Kyle Allison

Fold-Out Book or Chart

RRP $19.99

$19.25