1st Edition

Advances of Machine Learning for Knowledge Mining in Electronic Health Records

284 Pages 129 B/W Illustrations
by Chapman & Hall

284 Pages 129 B/W Illustrations
by Chapman & Hall

284 Pages 129 B/W Illustrations
by Chapman & Hall

The book explores the application of cutting-edge machine learning and deep learning algorithms in mining Electronic Health Records (EHR). With the aim of improving patient health management, this book explains the structure of EHR consisting of demographics, medical history, and diagnosis, with a focus on the design and representation of structured, semi-structured, and unstructured data.... Read more

An Introduction to Electronic Health Records

S Immaculate Shyla, V R Bithiah Blessie

Challenges and Strategies for Extracting Secure Patterns by Using EHR

S. Saraswathi, M.S.Aswin Bhagavath

The Art of Organizing EHR Data: A Classification Journey Through Structured, Unstructured, and Semi-Structured Records

M.Kavitha, K.Akila

A blockchain Enabled Framework for Electronic Health Records

Aviral Gupta, Aruna Malik, Vishavjeet Singh

Cardio Vascular Disease Diagnosis using Deep Learning models

Thirumagal E, K Thanuja, Anwar Basha H, K Saruladha, Kiran Kumari Patil

 A Computational Analysis for the Diagnosis of Schizophrenia Disease Using Machine Learning Methods

M. Indira, J.Jaivarsini Johnson,

Predicting Lung Cancer Using Supervised Algorithms:A Machine Learning Approach

P.Privietha

Article summarising the application of Artificial Intelligence and Machine Learning Techniques to several forms of Electronic Health Records

V.Sheeja Kumari, G.Vennira Selvi, Rachel Nallathamby, G.Michael, F.R.Shiny Malar

Machine Learning Techniques to Predict the Risk of Chronic Obstructive Pulmonary Disease

K.P.Malarkodi, M.Jenifer

Dynamic Learning Scheduling Algorithm and Multilayer Perceptron Model for Heart Disease Prediction System 

S Beghin Bose,

Efficient Heart Disease Prediction using IBM Cloud Storage with Auto AI Service

M.Nirmala, V.Saravanan,

Electronic Health Records-A survey

Nihar M. Ranjan, Maya S. Bembde, Gitanjali S. Mate, Abhishek Kumar

Biography

P. Mohamed Fathimal is working as an Assistant Professor in the Department of Computer Science and Engineering, Anna University. She received her PhD, ME, and BE in Computer Science and Engineering from Manonmaniam Sundaranar University, Tirunelveli, Tamilnadu. She has 21 years of teaching experience. Her research interests include Machine Learning, Digital Image Processing, and Information Security. She has published more than 20 papers and 1 patent.

T. Ganesh Kumar works as an Associate Professor at the School of Computing Science and Engineering at Galgotias University, NCR, Delhi. He received an ME degree in Computer Science and Engineering from Manonmaniam Sundaranar University, Tamilnadu, India. He completed his full-time PhD degree in Computer Science and Engineering at Manonmaniam Sundaranar University. He was a Co-Investigator for two government of India-sponsored funded projects He has published many reputed international SCI and Scopus-indexed journals and conferences. He is a reviewer of many reputed journals. He has published more than 10 Indian patents.

J. B Shajilin Loret is working as a Professor & Head in the Department of Information Technology at Francis Xavier Engineering College, Tirunelveli. She received her BTech degree in Information Technology from Anna University Chennai and her MTech degree from Manonmaniam Sundaranar University. She completed her Ph.D. in wireless networks at Anna University Chennai. Her area of interest includes Wireless networks, Network security. She has more than 15 years of teaching experience in engineering colleges. She has more than 30 publications in Reputed Journals. She also published 3 Indian patents and Author of book chapters also.

Venkataraman Lakshmi graduated BE degree from IIT Roorkee, MS in Environmental Engineering from the University of Lowa, and a Ph.D. degree from Princeton University. He is currently a professor in the department of system engineering and environment. He has served as Cox Visiting professor at Stanford University. He has over 120 articles and 400 presentations. He is an associate editor and Editor-in-Chief in various journals.

Manish.T.I work as a Professor in the Department of Computer Science and Engineering, SCMS School of Engineering and Technology. He received an ME degree in Computer Science and Engineering from Manonmaniam Sundaranar University, Tamilnadu, India. He completed his Ph.D. degree in Computer Science and Engineering at Manonmaniam Sundaranar University. He was a Co-Investigator for two government of India-sponsored funded projects He has published many reputed international SCI and Scopus indexed journals and conferences. He is a reviewer of many reputed journals. He has published Indian patents in India.