Towards secure and trusted AI in healthcare: A systematic review of emerging innovations and ethical challenges by Muhammad Mohsin Khan (22303366)

“…It made it possible for healthcare professionals to understand AI-driven recommendations, by this means increasing transparency and trust. Still, challenges in adversarial attacks, algorithmic bias, and variable regulatory frameworks remain strong. …”

Mapping geographical inequalities in childhood diarrhoeal morbidity and mortality in low-income and middle-income countries, 2000–17: analysis for the Global Burden of Disease Stud... by Robert C Reiner (5147636)

“…From these data, we estimated the burden of diarrhoea at varying subnational levels (termed units) by spatially aggregating draws, and we investigated the drivers of subnational patterns by creating aggregated risk factor estimates. …”

Vitamin D₃ metabolite ratio as an indicator of vitamin D status and its association with diabetes complications by Lina H. M. Ahmed (9571561)

“…</p><h3>Results</h3><p dir="ltr">An association means that there were significant differences between the ratios found for those with versus those without the various diabetic complications studied. …”

Constructing a successful career in the Fourth Industrial Revolution for young graduates in the UAE by AHMED, AYMAN MOUSTAFA HANAFY

“…In recent years, and particularly during the COVID-19 pandemic, young graduates have found it increasingly difficult to secure full-time employment with career prospects, and many individuals have begun questioning the meaning of their jobs and careers (Baruch and Sullivan, 2022; Duffy et al., 2016; Trevor-Roberts et al., 2018). …”
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Global fertility in 204 countries and territories, 1950–2021, with forecasts to 2100: a comprehensive demographic analysis for the Global Burden of Disease Study 2021 by Natalia V, Bhattacharjee

“…The share of livebirths was projected to decline between 2021 and 2100 in most of the six other super-regions—decreasing, for example, in south Asia from 24·8% (23·7–25·8) in 2021 to 16·7% (14·3–19·1) in 2050 and 7·1% (4·4–10·1) in 2100—but was forecast to increase modestly in the north Africa and Middle East and high-income super-regions. …”
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