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. Robotics – Robotics can assist in procedures and some clinical tasks, but they do not directly provide evidence-based data for assessments.
B. Artificial intelligence – AI could support radiologists by analyzing imaging data and assisting in interpretations, but AI alone may not provide the structured, evidence-based clinical guidance needed.
C. Evidence-based practice (EBP) – EBP provides structured approaches to applying clinical research to patient care. However, it doesn't directly deliver automated, real-time support to the new radiologists.
D. Clinical decision support – Clinical decision support (CDS) provides real-time guidance based on evidence-based data, assisting radiologists in making accurate assessments by offering relevant clinical information.
Correct Answer is B
Explanation
A. The same search terms should be used repeatedly to produce consistent results – This may limit the scope of information and won’t necessarily improve result accuracy.
B. Important keywords should be used to narrow and direct the search – Using specific keywords effectively narrows the search, allowing the user to find relevant information faster.
C. Extraneous terms are used to make the search more diverse – Adding unrelated terms can yield irrelevant results and confuse the search.
D. Words are placed within parentheses to limit the search results – Parentheses are not generally used in search engines to narrow results; quotes are more effective in limiting to exact phrases.