PREDICTION OF NOCTURNAL HYPOGLYCAEMIA IN ADULTS WITH TYPE 1 DIABETES USING MACHINE LEARNING CLASSIFIERS

被引：0
|
作者：
Afentakis, I. [1 ]
Herrero, P. [2 ]
Unsworth, R. [3 ]
Reddy, M. [3 ]
Oliver, N. [3 ]
Georgiou, P. [2 ]
机构：
[1] Imperial Coll London, Comp, London, England
[2] Imperial Coll London, Dept Elect & Elect Engn, London, England
[3] Imperial Coll London, Diabet & Endocrinol, London, England
来源：
DIABETES TECHNOLOGY & THERAPEUTICS | 2022年 / 24卷
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：
EP351 / #2
引用
收藏
页码：A226 / A226
页数：1
相关论文
共 50 条
  • [41] Prediction of Diabetes Mellitus Type-2 Using Machine Learning
    Apoorva, S.
    Aditya, K. S.
    Snigdha, P.
    Darshini, P.
    Sanjay, H. A.
    COMPUTATIONAL VISION AND BIO-INSPIRED COMPUTING, 2020, 1108 : 364 - 370
  • [42] Hypoglycaemia prediction using information fusion and classifiers consensus
    Felizardo, Virginie
    Garcia, Nuno M.
    Megdiche, Imen
    Pombo, Nuno
    Sousa, Miguel
    Babic, Frantisek
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 123
  • [43] Nocturnal Hypoglycemia Prediction in Hospitalized Patients with Type 1 Diabetes Using Combined Supervised and Unsupervised Ensemble Learning
    Berikov, Vladimir
    Semenova, Julia F.
    Klimontov, Vadim
    DIABETES, 2021, 70
  • [44] Prediction of Shigellosis outcomes in Israel using machine learning classifiers
    Adamker, G.
    Holzer, T.
    Karakis, I.
    Amitay, M.
    Anis, E.
    Singer, S. R.
    Barnett-Itzhaki, Z.
    EPIDEMIOLOGY AND INFECTION, 2018, 146 (11): : 1445 - 1451
  • [45] Risk prediction of cardiovascular disease using machine learning classifiers
    Pal, Madhumita
    Parija, Smita
    Panda, Ganapati
    Dhama, Kuldeep
    Mohapatra, Ranjan K.
    OPEN MEDICINE, 2022, 17 (01): : 1100 - 1113
  • [46] CARDIAC DISEASE PREDICTION USING SMOTE AND MACHINE LEARNING CLASSIFIERS
    Priyadarshinee, Sudipta
    Panda, Madhumita
    JOURNAL OF PHARMACEUTICAL NEGATIVE RESULTS, 2022, 13 : 856 - 862
  • [47] Prediction Model of Type 2 Diabetes Mellitus for Oman Prediabetes Patients Using Artificial Neural Network and Six Machine Learning Classifiers
    Al Sadi, Khoula
    Balachandran, Wamadeva
    APPLIED SCIENCES-BASEL, 2023, 13 (04):
  • [48] THE IMPACT OF NOCTURNAL HYPOGLYCAEMIA ON SLEEP IN SUBJECTS WITH TYPE 2 DIABETES
    Madsbad, S.
    Jorgensen, N. Rye
    Rabol, R.
    Chu, P. -L.
    Stender-Petersen, K.
    Jennum, P. J.
    DIABETES RESEARCH AND CLINICAL PRACTICE, 2014, 106 : S3 - S3
  • [49] The impact of nocturnal hypoglycaemia on sleep in subjects with type 2 diabetes
    Jennum, P.
    Jorgensen, N.
    Rabol, R.
    Chu, P.
    Stender-Petersen, K.
    Madsbad, S.
    SLEEP MEDICINE, 2015, 16 : S113 - S113
  • [50] The impact of nocturnal hypoglycaemia on sleep in subjects with type 2 diabetes
    Madsbad, S.
    Jorgensen, N. R.
    Rabol, R.
    Chu, P. -L.
    Stender-Petersen, K.
    Jennum, P.
    DIABETOLOGIA, 2014, 57 : S264 - S265
12345