{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,13]],"date-time":"2025-03-13T04:07:06Z","timestamp":1741838826144,"version":"3.38.0"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,11,6]],"date-time":"2024-11-06T00:00:00Z","timestamp":1730851200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,6]],"date-time":"2024-11-06T00:00:00Z","timestamp":1730851200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,11,6]]},"DOI":"10.1109\/dese63988.2024.10911946","type":"proceedings-article","created":{"date-parts":[[2025,3,11]],"date-time":"2025-03-11T17:30:50Z","timestamp":1741714250000},"page":"242-248","source":"Crossref","is-referenced-by-count":0,"title":["Enhancing Machine Learning-based Model for Early Detection of Diabetes"],"prefix":"10.1109","author":[{"given":"Njideka Linda","family":"Dike","sequence":"first","affiliation":[{"name":"Teesside University,Middlesbrough,UK"}]},{"given":"Shatha","family":"Ghareeb","sequence":"additional","affiliation":[{"name":"Teesside University,Middlesbrough,UK"}]},{"given":"Jamila Mustafina","family":"Kazan","sequence":"additional","affiliation":[{"name":"Federal University,Kazan,Russia"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.diabres.2019.107843"},{"issue":"1","key":"ref2","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1007\/s13167-023-00314-8","article-title":"Diabetic retinopathy as the leading cause of blindness and early predictor of cascading complications-risks and mitigation","volume":"14","author":"Kropp","year":"2023","journal-title":"EPMA Journal"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2147\/dmso.s36368"},{"key":"ref4","doi-asserted-by":"crossref","DOI":"10.2139\/ssrn.4195384","article-title":"Role of machine learning in the healthcare sector","volume-title":"Proceedings of the International Conference on Innovative Computing & Communication (ICICC)","author":"Rastogi"},{"volume-title":"Diabetes Mellitus: Insights and Perspectives","year":"2014","author":"Szablewski","key":"ref5"},{"issue":"2","key":"ref6","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1159\/000521515","article-title":"Early insulin resistance, type 2 diabetes, and treatment options in childhood","volume":"95","author":"Polidori","year":"2022","journal-title":"Hormone Research in Paediatrics"},{"key":"ref7","article-title":"Adaptive control for singularly perturbed systems examples","author":"Eves","year":"2023","journal-title":"Code Ocean"},{"key":"ref8","article-title":"Auto-encoding variational Bayes","author":"Kingma","year":"2013","journal-title":"arXiv:1312.6114"},{"volume-title":"Emotional Intelligence and Psychological Adjustment","year":"2008","author":"Ambady","key":"ref9"},{"volume-title":"Advances in Clinical Decision Support Systems","year":"2022","author":"Sinclair","key":"ref10"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.1002\/9781118548387","volume-title":"Applied Logistic Regression","author":"Hosmer","year":"2013"},{"issue":"3","key":"ref12","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1007\/BF00994018","article-title":"Support-vector networks","volume":"20","author":"Cortes","year":"1995","journal-title":"Machine Learning"},{"volume-title":"Classification and Regression Trees","year":"1986","author":"Breiman","key":"ref13"},{"volume-title":"Reinforcement Learning: An Introduction","year":"2018","author":"Sutton","key":"ref14"},{"issue":"7553","key":"ref15","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"LeCun","year":"2015","journal-title":"Nature"},{"volume-title":"Cardiovascular Risk Assessment and Management","year":"2023","author":"Oikonomou","key":"ref16"},{"volume-title":"Advances in Diabetes Research and Management","year":"2021","author":"Fregoso-Aparicio","key":"ref17"},{"volume-title":"Emerging Trends in Diabetes Research and Management","year":"2023","author":"Boon Feng Wee","key":"ref18"},{"issue":"3","key":"ref19","first-page":"123","article-title":"Application of ensemble learning techniques for early diabetes prediction","volume":"45","author":"Smith","year":"2022","journal-title":"Journal of Medical Informatics"},{"issue":"4","key":"ref20","first-page":"789","article-title":"Feature Selection Techniques in Diabetes Prediction","volume":"36","author":"Kumar","year":"2022","journal-title":"Data Mining and Knowledge Discovery"},{"issue":"1","key":"ref21","first-page":"45","article-title":"Real-world implementation of machine learning models in diabetes management","volume":"9","author":"Jones","year":"2023","journal-title":"Healthcare Technology Letters"},{"key":"ref22","first-page":"245","article-title":"Comparative Analysis of ML Algorithms for Diabetes Prediction","volume":"59","author":"Lee","year":"2023","journal-title":"Journal of Artificial Intelligence Research"},{"issue":"2","key":"ref23","first-page":"98","article-title":"Impact of Data Preprocessing on Diabetes Prediction Models","volume":"18","author":"Garcia","year":"2022","journal-title":"Machine Learning in Health Care"},{"issue":"1","key":"ref24","first-page":"55","article-title":"Enhancing Diabetes Prediction Accuracy through Transfer Learning","volume":"30","author":"Wang","year":"2023","journal-title":"Journal of Artificial Intelligence and Data Mining"},{"issue":"4","key":"ref25","first-page":"299","article-title":"Hybrid Models for Diabetes Prediction: Achieving High Accuracy","volume":"16","author":"Ahmed","year":"2022","journal-title":"International Journal of Machine Learning and Data Science"},{"issue":"5","key":"ref26","first-page":"1024","article-title":"Temporal Data Analysis in Deep Learning Models for Diabetes Prediction","volume":"70","author":"Kim","year":"2023","journal-title":"IEEE Transactions on Biomedical Engineering"},{"issue":"1","key":"ref27","doi-asserted-by":"crossref","first-page":"3","DOI":"10.2174\/1573399812666151016101622","article-title":"Chronic complications of diabetes mellitus: a mini review","volume":"13","author":"Lotfy","year":"2017","journal-title":"Current Diabetes Reviews"}],"event":{"name":"2024 17th International Conference on Development in eSystem Engineering (DeSE)","start":{"date-parts":[[2024,11,6]]},"location":"Khorfakkan, United Arab Emirates","end":{"date-parts":[[2024,11,8]]}},"container-title":["2024 17th International Conference on Development in eSystem Engineering (DeSE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10910945\/10911883\/10911946.pdf?arnumber=10911946","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T05:30:11Z","timestamp":1741757411000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10911946\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,6]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/dese63988.2024.10911946","relation":{},"subject":[],"published":{"date-parts":[[2024,11,6]]}}}