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 Conference Papers Conference Paper Faculty Publications- Conference Papers 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 An Novel Cutting Edge ANN Machine Learning Algorithm for Sepsis Early Prediction and Diagnosis Subject The topic of the resource Accuracy; ANN; Classification; Machine Learning; Neural Networks Description An account of the resource Early detection and diagnosis of sepsis can significantly improve patient outcomes, but current diagnostic methods are limited. The problem addressed in this paper is the early detection and diagnosis of sepsis using machine learning algorithms. Sepsis is a life-threatening condition that can rapidly progress and cause organ failure, leading to increased mortality rates. Early detection and treatment of sepsis are critical for improving patient outcomes and reducing healthcare costs. However, sepsis can be challenging to diagnose, and existing methods have limitations in terms of accuracy and timeliness This research proposes a new cutting-edge Optimized Artificial Neural Network machine learning algorithm for sepsis early prediction and diagnosis. The proposed algorithm combines different data sources, including patient vital signs, laboratory results, and clinical notes, to predict the likelihood of sepsis development. The algorithm was evaluated on a large dataset of patient records and achieved promising results in terms of accuracy, Precision and Recall. The proposed algorithm can potentially serve as a valuable tool for clinicians in the early detection and diagnosis of sepsis, leading to better patient outcomes. 2023 American Institute of Physics Inc.. All rights reserved. Creator An entity primarily responsible for making the resource Kanna R.R.; Priya T.M.; Immanuel V.A.; Kirubanand V.B.; Senthilnathan T.; Rohini V. Source A related resource from which the described resource is derived AIP Conference Proceedings, Vol-2909, No. 1 Publisher An entity responsible for making the resource available American Institute of Physics Inc. 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/10.1063/5.0181885" target="_blank" rel="noreferrer noopener">https://doi.org/10.1063/5.0181885</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179878686&amp;doi=10.1063%2F5.0181885&amp;partnerID=40&amp;md5=18cfb15733598513772dfe4db5e8471b" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179878686&amp;doi=10.1063%2f5.0181885&amp;partnerID=40&amp;md5=18cfb15733598513772dfe4db5e8471b</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 0094243X; ISBN: 978-073544750-9 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 Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Kanna R.R., Department of Computer Science, CHRIST(Deemed to be University), Bangalore, India; Priya T.M., Department of Computer Science, CHRIST(Deemed to be University), Bangalore, India; Immanuel V.A., Department of Computer Science, CHRIST(Deemed to be University), Bangalore, India; Kirubanand V.B., Department of Computer Science, CHRIST(Deemed to be University), Bangalore, India; Senthilnathan T., Department of Computer Science, CHRIST(Deemed to be University), Bangalore, India; Rohini V., Department of Computer Science, CHRIST(Deemed to be University), Bangalore, India