Disease Prediction using Machine Learning, Deep Learning and Data Analytics

by Geeta Rani, Vijaypal Singh Dhaka (editor), Pradeep Kumar Tiwari (editor)

This book is a comprehensive review of technologies and data in healthcare services. It features a compilation of 10 chapters that inform readers about the recent research and developments in this field. Each chapter focuses on a specific aspect of healthcare services, highlighting the potential impact of technology on enhancing practices and outcomes.The main features of the book include 1) referenced contributions from healthcare and data analytics experts, 2) a broad range of topics that cover healthcare services, and 3) demonstration of deep learning techniques for specific diseases.Key Federated learning in analysis of sensitive healthcare data while preserving privacy and security.- Artificial intelligence for 3-D bone image reconstruction.- Detection of disease severity and creating personalized treatment plans using machine learning and software tools- Case studies for disease detection methods for different disease and conditions, including dementia, asthma, eye diseases- Brain-computer interfaces- Data mining for standardized electronic health records- Data collection, management, and analysis in epidemiological researchThe book is a resource for learners and professionals in healthcare service training programs and health administration departments.

194 pages, Paperback

Published March 7, 2024

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.