Pings
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4 Answers 0 Votes
What deep learning strategies best balance accuracy and interpretability in medical image segmentation for disease progression analysis?
Medical imaging (CT/MRI) segmentation is vital for tracking disease, but black-box models reduce clinical trust. Methods like explainable AI (XAI), uncertainty quantification, and hybrid modeling may bridge this gap. What approaches are most promising?
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Answer Accepted 19 Answers 5 Votes
Impact of Food Regulation on Chronic Disease
To what extent do you believe strict governmental regulation of food safety and marketing could reduce the incidence of chronic diseases in the population? - Up to 30% - Around 50% - Up to 70% - Minimal effect - It depends on cultural factors
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Answer Accepted 6 Answers 7 Votes
Do recurring evaluations by research funders genuinely enhance research quality and societal impact, or do they merely create unnecessary administrative burdens?
Many research funders require periodic evaluations of projects to ensure accountability, monitor progress, and assess impact. While such evaluations can drive improvements in research design, transparency, and relevance, they can also consume significant time and resources. This raises the question of whether the benefits—such as higher-quality outputs and stronger societal contributions—outweigh the potential drawbacks, including administrative overload and reduced time for actual research.
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4 Answers 0 Votes
How to examine for power of grip in a patient with weakness?
When we do clinical examination for weakness, power is ascertained by MRC grading. However, for grip, MRC grading cannot be used. Is there any method to examine hand grip power other than using dynamometer
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5 Answers 2 Votes
When the policy exists to share postprints freely on personal sites, why do researchers often refrain from doing so, and what incentives or constraints drive that hesitation?
There has been extensive discussion about the funding model for research publications. Large publishing houses do not fund research themselves; instead, they charge substantial subscription fees or open-access publishing fees. Keeping articles behind paywalls can impede open science and broad access to knowledge. Nevertheless, many publishers grant authors the right to share postprints of their papers immediately on their non-commercial personal blogs or websites. Despite this permission,...
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Answer Accepted 1 Answer 1 Vote
Assuming your role involves human health, how do you identify those medical practitioners of expertise when you suggest a consultant for your patient?
There is a difference in the skill of physicians to whom we entrust lives. This quotation has relevance to such a dilemma: "What do you call the medical student who graduates first in his class? —-"Doctor" "And what do you call the med student who graduates last in his class? — "Doctor" [Image]
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Answer Accepted 2 Answers 0 Votes
How can AI-enhanced modeling reshape climate-resilient water management in data-scarce regions over the next decade?
Water security is becoming one of the most critical challenges of our time, particularly in regions where hydrological data is scarce or unreliable. At the same time, artificial intelligence and machine learning are revolutionizing how we model environmental systems. The question is: Can these technologies bridge the data gap, improve decision-making, and help design sustainable, climate-resilient water management systems? We're looking for scientific insights, innovative use cases, and...
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Answer Accepted 3 Answers 1 Vote
What’s the most creative way researchers have used big data or AI to strengthen evidence-based medicine in recent years?
For example, are there cases where AI discovered hidden patterns in old clinical trial data, predicted drug interactions before human testing, or identified new risk factors from wearable health devices?
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Answer Accepted 3 Answers 3 Votes
Are the Government Doctors well paid even after having so much workload?
Even after working non-stop the Physicians at Government Institutes and Hospitals are lowly paid.
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Answer Accepted 1 Answer 0 Votes
Does the anti-aging gene Sirtuin 1 need to be measured in early disease screening in COVID-19 and AIDS patients?
The defective gene in the global chronic disease epidemic has now been linked to the anti-aging gene Sirtuin 1. Sirtuin 1 is now an important gene for consideration in Frontiers and Genetics. Nutritional regulation of Sirtuin 1 is critical to nuclear receptors/transcription factors that are involved with glucose homeostasis, immune system, body temperature regulation, stem cell therapy and mitochondrial biogenesis. Plasma Sirtuin 1 levels may be of critical interest to COVID-19, AIDS and the...
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