LEVERAGING A BIG DATA SET TO DEVELOP A MACHINE LEARNING ALGORITHM TO PREDICT HYPOGLYCEMIA IN TYPE 1 DIABETES

被引:0
作者
Mosquera-Lopez, C. [1 ]
Dodier, R. [1 ]
Resalat, N. [1 ]
Tyler, N. [1 ]
Jacobs, P. [1 ]
机构
[1] Oregon Hlth & Sci Univ, Dept Biomed Engn, Portland, OR 97201 USA
关键词
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
063
引用
收藏
页码:A26 / A27
页数:2
相关论文
共 50 条
[31]   Diabetes Disease Prediction using Machine Learning on Big Data of Healthcare [J].
Mir, Ayman ;
Dhage, Sudhir N. .
2018 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION (ICCUBEA), 2018,
[32]   DEVELOP A MACHINE LEARNING MODEL AND ALGORITHM BASED ON SMART SYSTEM OF DISEASE MANAGEMENT (SSDM) BIG DATA FOR RA FLARE PREDICTION [J].
Zhao, Y. ;
Mu, R. ;
Li, X. ;
Sun, H. ;
Mi, C. ;
Wang, G. ;
Xu, S. ;
Xu, M. ;
Chen, H. ;
Huang, Q. ;
Lei, L. ;
Haili, S. ;
Chen, X. ;
Xiao, F. .
ANNALS OF THE RHEUMATIC DISEASES, 2020, 79 :1278-1279
[33]   Utilizing Machine Learning to Predict Liver Allograft Fibrosis by Leveraging Clinical and Imaging Data [J].
Rabindranath, Madhumitha ;
Sun, Yingji ;
Khalili, Korosh ;
Bhat, Mamatha .
CLINICAL TRANSPLANTATION, 2025, 39 (04)
[34]   Big data meets storytelling: using machine learning to predict popular fanfiction [J].
Nguyen, Duy ;
Zigmond, Stephen ;
Glassco, Samuel ;
Tran, Bach ;
Giabbanelli, Philippe J. .
SOCIAL NETWORK ANALYSIS AND MINING, 2024, 14 (01)
[35]   Big data mining optimization algorithm based on machine learning model [J].
Jiao C. .
Revue d'Intelligence Artificielle, 2020, 34 (01) :51-57
[36]   A Parallel Multiclassification Algorithm for Big Data Using an Extreme Learning Machine [J].
Duan, Mingxing ;
Li, Kenli ;
Liao, Xiangke ;
Li, Keqin .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29 (06) :2337-2351
[37]   A Hybrid Support Vector Machine Algorithm for Big Data Heterogeneity Using Machine Learning [J].
Ul Ahsaan, Shafqat ;
Kaur, Harleen ;
Mourya, Ashish Kumar ;
Naaz, Sameena .
SYMMETRY-BASEL, 2022, 14 (11)
[38]   Prediction of Type 2 Diabetes Based on Machine Learning Algorithm [J].
Deberneh, Henock M. ;
Kim, Intaek .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (06)
[39]   Explainable Machine-Learning Models to Predict Weekly Risk of Hyperglycemia, Hypoglycemia, and Glycemic Variability in Patients With Type 1 Diabetes Based on Continuous Glucose Monitoring [J].
Cichosz, Simon Lebech ;
Olesen, Soren Schou ;
Jensen, Morten Hasselstrom .
JOURNAL OF DIABETES SCIENCE AND TECHNOLOGY, 2024,
[40]   Predictive factors of hypoglycemia in type 2 diabetes: a prospective study using machine learning [J].
Shabestari, Motahare ;
Mehrabbeik, Akram ;
Barbieri, Sebastiano ;
Marques-Vidal, Pedro ;
Heshmati-nasab, Poria ;
Azizi, Reyhaneh .
SCIENTIFIC REPORTS, 2025, 15 (01)