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Joyeta Ghosh

As seen in: MDPI, BioRxiv, Vitafoods Insights
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Articles by Joyeta Ghosh

Artificial Intelligence in Predicting, Diagnosing and Preventing Sexually Transmitted Infections (STIs)

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By Jyoti Taneja, Joyeta Ghosh, Ravi Kant, Myron Christodoulides
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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Decoding Host-Pathogen Interactions in Staphylococcus aureus: Insights into Allelic Variation and Antimicrobial Resistance Prediction Using Artificial Intelligence and Machine Learning based approaches

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By Joyeta Ghosh, Jyoti Taneja, Ravi Kant, Kadampukur Village
| BioRxiv
Abstract This novel study leveraged advanced machine learning techniques to elucidate the molecular mechanisms of antimicrobial resistance (AMR) in 300Staphylococcus aureus isolates across six critical antibiotics. Employing a diverse array of deep learning and ensemble models, we conducted an in-depth analysis of genetic markers and allelic variations to characterize resistance determinants.
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The impact of nutrition on mental health and wellbeing in ageing

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By Dilip Ghosh, Joyeta Ghosh
| Vitafoods Insights Verified
As the world’s population ages and people live longer, the changes in the ageing brain present substantial challenges to personal and societal health. Age is the greatest risk factor for the most common type of dementia, Alzheimer’s disease (AD), which also has genetic influences. Despite the immutable forces of time and genes, recent literature emphasizes the importance of modifiable factors and the potential for maintaining brain and cognitive health throughout the lifespan.
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