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DeepClassifier:A Data Sampling-Based Hybrid BiLSTM-BiGRU Neural Network for Enhanced Type 2 Diabetes Prediction

Abdullahi Abubakar Imam Sahalu Balarabe Junaidu Hussaini Mamman Ganesh Kumar Abdullateef Oluwagbemiga Balogun Sunder Ali Khowaja Shuib Basri Luiz Fernando Capretz Asmah Husaini Hanif Abdul Rahman Usman Ali Fatoumatta Conteh

Computer Modeling in Engineering & Sciences2026，Vol.146Issue(3)：P.1017-1049,33.

Computer Modeling in Engineering & Sciences2026，Vol.146Issue(3)：P.1017-1049,33.DOI:10.32604/cmes.2026.076187

DeepClassifier:A Data Sampling-Based Hybrid BiLSTM-BiGRU Neural Network for Enhanced Type 2 Diabetes Prediction

Abdullahi Abubakar Imam ¹Sahalu Balarabe Junaidu ²Hussaini Mamman ³Ganesh Kumar ³Abdullateef Oluwagbemiga Balogun ³Sunder Ali Khowaja ⁴Shuib Basri ³Luiz Fernando Capretz ⁵Asmah Husaini ⁶Hanif Abdul Rahman ⁶Usman Ali ¹Fatoumatta Conteh¹

作者信息

1. School of Digital Science,Universiti Brunei Darussalam,Jalan Tungku Link,ABS Building,Bandar Seri Begawan,Brunei Darussalam
2. Department of Computer Science,Ahmadu Bello University,Zaria,Nigeria
3. Department of Computing,Universiti Teknologi PETRONAS,Sri Iskandar,Malaysia
4. School of Computer Science,Faculty of Computing,Digital and Data,Technological University(TU),Dublin,Ireland
5. Department of Electrical and Computer Engineering,Western University,London,ON,Canada
6. PAPRSB Institute of Health Sciences,Universiti Brunei Darussalam,Jalan Tungku Link,Gadong,Bandar Seri Begawan,Brunei Darussalam
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摘要

关键词

Diabetes/deep learning/prediction/BiLSTM/BiGRU/classification/data sampling

分类

医药卫生

引用本文复制引用

Abdullahi Abubakar Imam,Sahalu Balarabe Junaidu,Hussaini Mamman,Ganesh Kumar,Abdullateef Oluwagbemiga Balogun,Sunder Ali Khowaja,Shuib Basri,Luiz Fernando Capretz,Asmah Husaini,Hanif Abdul Rahman,Usman Ali,Fatoumatta Conteh..DeepClassifier:A Data Sampling-Based Hybrid BiLSTM-BiGRU Neural Network for Enhanced Type 2 Diabetes Prediction[J].Computer Modeling in Engineering & Sciences,2026,146(3):P.1017-1049,33.

基金项目

supported by the School of Digital Science,Universiti Brunei Darussalam,Brunei. （）

Computer Modeling in Engineering & Sciences

ISSN：1526-1492

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