Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Improving maternal health by predicting various pregnancy-related abnormalities using machine learning algorithms Description An account of the resource Over the past few decades, artificial intelligence has been showing its high relevance and potential in a vast number of applications, particularly in the healthcare domain. Having a healthy pregnancy is one of the best ways to promote a healthy birth. Getting early and regular prenatal care improves the chances of a healthy pregnancy. Complications involved in the individual's pregnancy need to be predicted on time accurately. AI can help clinicians to make decisions by assisting them in decision-making. In this regard, the objective of this chapter is to provide a detailed survey of various pregnancy-related abnormalities; and to explore various machine learning algorithms to classify/predict pregnancy-related abnormalities with higher accuracy. A generic framework that focuses more on classifying various features into normal and abnormal, and to be monitored patients to provide support and care during an emergency. 2023 by IGI Global. All rights reserved. Creator An entity primarily responsible for making the resource Nandhini K.; Jayapriya J.; Vinay M. Source A related resource from which the described resource is derived Technological Tools for Predicting Pregnancy Complications, pp. 303-326. Publisher An entity responsible for making the resource available IGI Global Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.4018/979-8-3693-1718-1.ch018" target="_blank" rel="noreferrer noopener">https://doi.org/10.4018/979-8-3693-1718-1.ch018</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85175662368&amp;doi=10.4018%2F979-8-3693-1718-1.ch018&amp;partnerID=40&amp;md5=abec3ae26a063b352b163b48537ac383" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85175662368&amp;doi=10.4018%2f979-8-3693-1718-1.ch018&amp;partnerID=40&amp;md5=abec3ae26a063b352b163b48537ac383</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-836931719-8; 979-836931718-1 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Nandhini K., Central University of Tamil Nadu, India; Jayapriya J., CHRIST University (Deemed), India; Vinay M., CHRIST University (Deemed), India