ArticleFrontiers in genetics2023
An ensemble learning approach for diabetes prediction using boosting techniques.
Article in Frontiers in genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
26 citing papers in PubMed, 77 citations in OpenAlex.
- Artificial intelligence in immunotherapy: revolutionizing diagnostic and therapeutic applications in cancer and autoimmune diseases.Clinical and experimental medicine · 2026Review
- Machine learning used to study risk factors for chronic diseases: A scoping review.Canadian journal of public health = Revue canadienne de sante publique · 2026Article
- Article
- A machine learning approach to identify at-risk populations for yellow fever vaccination.Journal of clinical and translational science · 2026Article
- Lung cancer risk prediction using interpretable ensemble models on lifestyle and clinical data.PloS one · 2026Article
- A hybrid BiLSTM and rule-based system for integrated diabetes prediction and personalized guidance.PloS one · 2026Article
- A model combining deep learning and ensemble learning for melanoma recognition via dermoscopy.Frontiers in oncology · 2026Article
- Development of a machine learning-based interface for insulin dependency prediction using clinical data.Scientific reports · 2025Article
- Lifestyle data-based multiclass obesity prediction with interpretable ensemble models incorporating SHAP and LIME analysis.Scientific reports · 2025Article
- Diabetes Prediction Using Feature Selection Algorithms and Boosting-Based Machine Learning Classifiers.Diagnostics (Basel, Switzerland) · 2025Article
- Risk for Diabetes From Long Working Hours and Night Work in the United States: Prospective Associations and Machine Learning Techniques.Safety and health at work · 2025Article
- Machine Learning-Based Security Solutions for IoT Networks: A Comprehensive Survey.Sensors (Basel, Switzerland) · 2025Review
- Enhanced and Interpretable Prediction of Multiple Cancer Types Using a Stacking Ensemble Approach with SHAP Analysis.Bioengineering (Basel, Switzerland) · 2025Article
- Ensemble learning with explainable AI for improved heart disease prediction based on multiple datasets.Scientific reports · 2025Article
- Predicting total healthcare demand using machine learning: separate and combined analysis of predisposing, enabling, and need factors.BMC health services research · 2025Article
- Machine Learning-Driven D-Glucose Prediction Using a Novel Biosensor for Non-Invasive Diabetes Management.Biosensors · 2025Article
- PanARGMiner (Pan-Genomic Antimicrobial Resistance Gene Miner): An advanced feature selection framework for extracting key resistance genes from pan-genomic datasets.Computational and structural biotechnology journal · 2025Article
- A hybrid approach for pattern recognition and interpretation in age-related false memory.Frontiers in psychology · 2025Article
- Enhanced diabetes prediction using skip-gated recurrent unit with gradient clipping approach.Frontiers in endocrinology · 2025Article
- Leveraging Shapley Additive Explanations for Feature Selection in Ensemble Models for Diabetes Prediction.Bioengineering (Basel, Switzerland) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
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Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.