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 Modeling a Logistic Regression based Sustained Approach for Cancer Detection Subject The topic of the resource Binary outcome; Cancer detection; Cancer diagnosis; Logistic regression; Survival analysis; Tumour classification Description An account of the resource This assessment and treatment of cancer may be done using logistic regression. To properly forecast whether a tumour is malignant or benign, the likelihood of binary outcomes may be simulated based on input variables and taken into account for factors like volume, topology and texture. It aids in risk assessment by estimating an individual's likelihood of developing cancer using factors like age-group, relatives past data, life choices and gene based markers. Logistic regression plays an important role in early cancer detection and creating screening tools that identify high-risk individuals through patent characteristics, biomarkers, and medical imaging data. Prediction of the probability of survival based on age, tumor characteristics, treatment options and comorbidities is useful for survival analysis. In a comparative study, logistic regression achieved a high accuracy of 97.4%, along with random forest, in cancer detection and diagnosis. 2023 IEEE. Creator An entity primarily responsible for making the resource Pattanaik A.; Gour P.; Mishra S.; Sharma V.; Alabdeli H. Source A related resource from which the described resource is derived International Conference for Technological Engineering and its Applications in Sustainable Development, ICTEASD 2023, pp. 262-267. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers 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/10.1109/ICTEASD57136.2023.10585150" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICTEASD57136.2023.10585150</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199558340&amp;doi=10.1109%2FICTEASD57136.2023.10585150&amp;partnerID=40&amp;md5=23b6ffa81d9583339c094ac207820e51" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199558340&amp;doi=10.1109%2fICTEASD57136.2023.10585150&amp;partnerID=40&amp;md5=23b6ffa81d9583339c094ac207820e51</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835033647-4 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 Pattanaik A., KIIT Deemed to Be University, School of Computer Engineering, Odisha, Bhubaneswar, 751024, India; Gour P., KIIT Deemed to Be University, School of Computer Engineering, Odisha, Bhubaneswar, 751024, India; Mishra S., KIIT Deemed to Be University, School of Computer Engineering, Odisha, Bhubaneswar, 751024, India; Sharma V., CHRIST (Deemed to Be University), Computer Science Department, Delhi NCR, India; Alabdeli H., The Islamic University, College of Technical Engineering, Najaf, Iraq