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Shifting Healthcare Focus: Early Detection and Prevention

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Questions and Answers

What percentage of total healthcare budgets could be freed up by solving misdiagnosis?

40%
20%
30% (correct)
10%

How many lives could be saved each year with accurate diagnoses?

500,000
1.5 million (correct)
2 million
1 million

What is the estimated annual economic cost of misdiagnoses in the EU?

€446 billion (correct)
€200 billion
€600 billion
€400 billion

What is the goal of using artificial intelligence (AI) tools in clinical diagnostics?

To analyze a wide spectrum of sensing data (D) Signup and view all the answers

What is the estimated annual economic cost of misdiagnoses in the U.S.?

$750 billion (A) Signup and view all the answers

What is the result of misdiagnosis in terms of diseases?

1 in 7 diseases are misdiagnosed (C) Signup and view all the answers

What is the primary focus of the World Health Organization's publication 'Diagnostic Errors: Technical Series on Safer Primary Care'?

Reducing diagnostic errors in primary healthcare (A) Signup and view all the answers

What is a potential application of artificial nose technology in diagnostics?

Cancer diagnosis and precision medicine (B) Signup and view all the answers

What is a consequence of diagnostic errors in healthcare?

Significant human and financial impact (D) Signup and view all the answers

What is a potential benefit of integrating artificial intelligence and nanotechnology in cancer medicine?

Improved diagnostic accuracy (C) Signup and view all the answers

What is a potential application of hybrid sensors in healthcare?

Health monitoring and wearability (D) Signup and view all the answers

What is a potential consequence of frailty in older adults on healthcare costs?

Increased healthcare costs (B) Signup and view all the answers

What is the primary focus of the shifting healthcare system?

Early detection of risk factors, early diagnosis, and early prevention (D) Signup and view all the answers

What is the benefit of an AI-enabled CDSS in clinic processes?

Reducing the cognitive load for providers (D) Signup and view all the answers

What is the limitation of deep-learning methods in clinical diagnostics?

They require a large amount of annotated training data (A) Signup and view all the answers

What is the purpose of error-reporting systems in clinic processes?

To encourage learning from errors (A) Signup and view all the answers

What is the benefit of using mnemonics and checklists in clinical diagnostics?

They can generate differential diagnostics (A) Signup and view all the answers

What is the goal of integrating data from new diagnostic tests in primary care?

To improve diagnostic accuracy and reduce misdiagnosis (D) Signup and view all the answers

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