How can nurses contribute to machine learning through the assistance of obtaining knowledge and skills to better support patients?
By evaluating technology and filling data gaps
By simply accessing and using information
By studying statistics to understand the algorithms
By gathering patient data
The Correct Answer is A
A. By evaluating technology and filling data gaps. – Nurses can contribute by identifying gaps in data that machine learning models need to improve accuracy, and by assessing technology to ensure it meets clinical needs and complements patient care.
B. By simply accessing and using information. – Access alone does not contribute significantly to machine learning; active data input and gap identification are more effective.
C. By studying statistics to understand the algorithms. – Studying algorithms helps understand machine learning but does not directly contribute to its function or data generation.
D. By gathering patient data. – While gathering data is helpful, without evaluating technology and addressing data gaps, it doesn’t fully contribute to machine learning model improvement.
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Correct Answer is D
Explanation
A. Surveys – Surveys may collect health-related data but are not typically focused on disease surveillance or providing real-time information on infectious diseases.
B. Vital records – Vital records track birth, death, and health events but are not regularly updated for active infectious disease surveillance.
C. Claims data – Claims data relate to insurance and billing, not specifically disease prevention or control.
D. Surveillance – Disease surveillance systems systematically track and interpret data on infectious diseases to aid in disease control and prevention.
Correct Answer is B
Explanation
A. By utilizing its hospital Wi-Fi. – While hospital Wi-Fi is generally secure, relying solely on it does not guarantee protection from potential security risks.
B. By utilizing public Wi-Fi that is encrypted and enabling a VPN. – This option provides an extra layer of security by encrypting the data and protecting the patient’s information from unauthorized access while using public networks.
C. By utilizing public Wi-Fi and using a browser capable of blocking cookies. – Blocking cookies does not significantly enhance security for accessing sensitive health information and can hinder the functionality of some websites.
D. By utilizing public Wi-Fi that is encrypted. – While this provides some security, it is better to use a VPN alongside encrypted public Wi-Fi for enhanced protection against potential threats.