Handbook of Research on Disease Prediction Through Data Analytics and Machine Learning

by Geeta Rani (Editor), Pradeep Kumar Tiwari (Contributor)

By applying data analytics techniques and machine learning algorithms to predict disease, medical practitioners can more accurately diagnose and treat patients. However, researchers face problems in identifying suitable algorithms for pre-processing, transformations, and the integration of clinical data in a single module, as well as seeking different ways to build and evaluate models. The Handbook of Research on Disease Prediction Through Data Analytics and Machine Learning is a pivotal reference source that explores the application of algorithms to making disease predictions through the identification of symptoms and information retrieval from images such as MRIs, ECGs, EEGs, etc. Highlighting a wide range of topics including clinical decision support systems, biomedical image analysis, and prediction models, this book is ideally designed for clinicians, physicians, programmers, computer engineers, IT specialists, data analysts, hospital administrators, researchers, academicians, and graduate and post-graduate students.

400 pages, Kindle Edition

Published June 12, 2020

About the author

Dr Geeta Rani Arora, BHMS, MD (Homeopathy) is a classical homeopathic practitioner with a clinical experience of more than 10 years. She has treated numerable cases of Asthma, Allergic disorders, Psoriasis, Eczema, GERD, Depression and Anxiety disorders, Learning disability etc.

Dr Geeta is presented many national and international level papers on her clinical work on allergic disorders, role of homeopathy in pediatric diseases, depression and homeopathy, arthritis and more. She has been associated with homeopathic research for more than 7 years. Her certifications include a post graduate degree in homeopathy and a done a certificate course from NIH, USA on Complementary Medicine. She also heads the Research and Development Unit at B.Jain Pharmaceuticals Pvt. Ltd and is also one of the editors for “The Homeopathic Heritage” which is a peer reviewed homeopathy journal.

She has many awards to her stride like the Best Doctor award at NTPC mela, Dr Zutshi award and Star Alumini award of BVP University for her contributions to the field of homeopathy.