Diabetes prediction using machine learning and explainable AI techniques.
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DOI: 10.1049/htl2.12039
Abstract: Globally, diabetes affects 537 million people, making it the deadliest and the most common non-communicable disease. Many factors can cause a person to get affected by diabetes, like excessive body weight, abnormal cholesterol level, family… read more here.
Keywords: using machine; prediction using; machine learning; diabetes prediction ... See more keywords
A Novel Diabetes Healthcare Disease Prediction Framework Using Machine Learning Techniques
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DOI: 10.1155/2022/1684017
Abstract: Diabetes is a chronic disease that continues to be a significant and global concern since it affects the entire population's health. It is a metabolic disorder that leads to high blood sugar levels and many… read more here.
Keywords: machine; prediction; machine learning; diabetes prediction ... See more keywords
Diabetes prediction based on discrete and continuous mean amplitude of glycemic excursions using machine learning
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DOI: 10.11591/eei.v9i6.2387
Abstract: Chronic hyperglycemia and acute glucose fluctuations are the two main factors that trigger complications in diabetes mellitus (DM). Continuous and sustainable observation of these factors is significant to be done to reduce the potential of… read more here.
Keywords: mean amplitude; machine learning; diabetes prediction; amplitude glycemic ... See more keywords
Improving Machine Learning Diabetes Prediction Models for the Utmost Clinical Effectiveness
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DOI: 10.3390/jpm12111899
Abstract: The early prediction of diabetes can facilitate interventions to prevent or delay it. This study proposes a diabetes prediction model based on machine learning (ML) to encourage individuals at risk of diabetes to employ healthy… read more here.
Keywords: prediction model; machine learning; diabetes prediction; prediction ... See more keywords