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Use and performance of machine learning models for type 2 diabetes prediction in community settings: A systematic review and meta-analysis

International journal of medical informatics (Shannon, Ireland), 2020-11, Vol.143, p.104268-104268, Article 104268

2020

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Temporal validation and updating of a prediction model for the diagnosis of gestational diabetes mellitus

Journal of clinical epidemiology, 2023-12, Vol.164, p.54-64

2023

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Use and performance of machine learning models for type 2 diabetes prediction in clinical and community care settings: Protocol for a systematic review and meta-analysis of predictive modeling studies

Digital health, 2021, Vol.7, p.20552076211047390-20552076211047390

2021

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Causality of anthropometric markers associated with polycystic ovarian syndrome: Findings of a Mendelian randomization study

PloS one, 2022-06, Vol.17 (6), p.e0269191-e0269191

2022

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Nutritional markers of undiagnosed type 2 diabetes in adults: Findings of a machine learning analysis with external validation and benchmarking

PloS one, 2021-05, Vol.16 (5), p.e0250832-e0250832

2021

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A data-driven biocomputing pipeline with meta-analysis on high throughput transcriptomics to identify genome-wide miRNA markers associated with type 2 diabetes

Heliyon, 2022-02, Vol.8 (2), p.e08886-e08886, Article e08886

2022

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A combined strategy of feature selection and machine learning to identify predictors of prediabetes

Journal of the American Medical Informatics Association : JAMIA, 2020-03, Vol.27 (3), p.396-406

2020

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Comparison of machine learning and conventional logistic regression-based prediction models for gestational diabetes in an ethnically diverse population; the Monash GDM Machine learning model

International journal of medical informatics (Shannon, Ireland), 2023-11, Vol.179, p.105228-105228, Article 105228

2023

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Clinical notes as prognostic markers of mortality associated with diabetes mellitus following critical care: A retrospective cohort analysis using machine learning and unstructured big data

Computers in biology and medicine, 2021-05, Vol.132, p.104305-104305, Article 104305

2021

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Highly perturbed genes and hub genes associated with type 2 diabetes in different tissues of adult humans: a bioinformatics analytic workflow

Functional & integrative genomics, 2022-10, Vol.22 (5), p.1003-1029

2022

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Significance of construction sequence and the initial behaviour in concrete-faced rockfill dams

Australian journal of structural engineering, 2024-04, Vol.25 (2), p.125-143

2024

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Thyroid Gland and Male Reproductive Anomalies Among Fuel Handlers in Gampaha District, Sri Lanka

Journal of the Endocrine Society, 2021-05, Vol.5 (Supplement_1), p.A494-A494

2021

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Optimizing Marx Impulse Generator Settings for Lightning Impulse Testing of Transformers: An Automated Approach for Enhanced Efficiency and Accuracy

2023 Moratuwa Engineering Research Conference (MERCon), 2023, p.189-194

2023

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Multi-Document Summarization: A Comparative Evaluation

2023 IEEE 17th International Conference on Industrial and Information Systems (ICIIS), 2023, p.19-24

2023

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Precise Integrated Contactless Attendance Tracking, Recording and Analyzing System

2022 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2022, p.1-4

2022

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Collaborative energy conservation in a microgrid

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014, p.130-139

2014

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Use and performance of machine learning models for type 2 diabetes prediction in community settings: A systematic review and meta-analysis

Temporal validation and updating of a prediction model for the diagnosis of gestational diabetes mellitus

Use and performance of machine learning models for type 2 diabetes prediction in clinical and community care settings: Protocol for a systematic review and meta-analysis of predictive modeling studies

Causality of anthropometric markers associated with polycystic ovarian syndrome: Findings of a Mendelian randomization study

Nutritional markers of undiagnosed type 2 diabetes in adults: Findings of a machine learning analysis with external validation and benchmarking

A data-driven biocomputing pipeline with meta-analysis on high throughput transcriptomics to identify genome-wide miRNA markers associated with type 2 diabetes

A combined strategy of feature selection and machine learning to identify predictors of prediabetes

Comparison of machine learning and conventional logistic regression-based prediction models for gestational diabetes in an ethnically diverse population; the Monash GDM Machine learning model

Clinical notes as prognostic markers of mortality associated with diabetes mellitus following critical care: A retrospective cohort analysis using machine learning and unstructured big data

Highly perturbed genes and hub genes associated with type 2 diabetes in different tissues of adult humans: a bioinformatics analytic workflow

Significance of construction sequence and the initial behaviour in concrete-faced rockfill dams

Thyroid Gland and Male Reproductive Anomalies Among Fuel Handlers in Gampaha District, Sri Lanka

Optimizing Marx Impulse Generator Settings for Lightning Impulse Testing of Transformers: An Automated Approach for Enhanced Efficiency and Accuracy

Multi-Document Summarization: A Comparative Evaluation

Precise Integrated Contactless Attendance Tracking, Recording and Analyzing System

Collaborative energy conservation in a microgrid

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