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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View Related questions
Correct Answer is D
Explanation
A. The hospital should program the computers to require two-factor authentication when logging in to the protected health information system. – Two-factor authentication strengthens security by requiring an additional form of verification. However, it doesn't directly prevent the issue of leaving accounts logged in or saving passwords.
B. The hospital should install anti-virus software on all the computers. – Anti-virus software protects against malware but does not address issues related to account security or auto-login risks.
C. The hospital should program the computers to automatically log each employee in and out of the protected health information system. – Automatically logging users in and out sounds efficient but could create privacy issues if left unattended.
D. The hospital should remove the option to allow employees to save their login credentials on all the computers. – Disabling the option to save login credentials would prevent the next user from accessing a previous user’s account, directly addressing the issue of unintended access when one user leaves a station.
Correct Answer is D
Explanation
A. Usability testing – Usability testing evaluates user-friendliness and ease of use but does not assess security elements like password challenges and data confidentiality.
B. Load testing – Load testing evaluates system performance under various levels of usage to ensure it can handle high traffic, but it does not focus on security aspects.
C. System testing – System testing assesses the overall functionality of the system but doesn’t specifically address security features like password management and data confidentiality.
D. Security testing – Security testing is the best choice here as it assesses the protection mechanisms of the system, including password security, data confidentiality, and breach response plans.