EARLY PREDICTION OF HYPOTHYROIDISM AND MULTICLASS CLASSIFICATION USING PREDICTIVE MACHINE LEARNING AND DEEP LEARNING

Early prediction of hypothyroidism and multiclass classification using predictive machine learning and deep learning

Thyroid disease is considered one of the most common health disorders, which may lead to various health problems.Recent studies reveal that approximately 42 million people in India face thyroid dysfunction or disorder problems.The thyroid hormone is responsible for Gift thyroid disorder which may lead to hypothyroidism or hyperthyroidism problems.T

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Quality and resource efficiency in hospital service provision: A geoadditive stochastic frontier analysis of stroke quality of care in Germany.

We specify a Bayesian, geoadditive Stochastic Frontier Analysis (SFA) BLACK CAVIAR HAIRSPRAY model to assess hospital performance along the dimensions of resources and quality of stroke care in German hospitals.With 1,100 annual observations and data from 2006 to 2013 and risk-adjusted patient volume as output, we introduce a production function th

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Modeling the relationships between perfectionism, achievement emotions and academic well-being among gifted high school students: Testing for gender invariance

The present study examined the mediationg role of positive and negative achievement Statues emotions on the relationship between perfectionism and academic well-being among boy and girl gifted adolescents.In this correlational study, 326 gifted students (161 boy and 165 girl) responded to the Multidimensional Perfectionism Cognitions Inventory (MPC

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Comprehensive Review of Perilla frutescens: Chemical Composition, Pharmacological Mechanisms, and Industrial Applications in Food and Health Products

Perilla frutescens (L.) Britt., a multifunctional herbaceous plant, is widely used in traditional medicine and cuisine due to its rich array of bioactive compounds.To date, many key phytochemicals in P.frutescens have been identified, including volatile terpenoids (perillaldehyde, limonene,), Statues flavonoids (luteolin, apigenin), and phenolic ac

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