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. Physiological monitoring system. – This system primarily focuses on real-time data from patients but does not integrate data from other clinical information systems for decision-making.
B. Electronic documentation. – While useful for record-keeping, electronic documentation systems do not necessarily support clinical decision-making by synthesizing data from multiple sources.
C. Anesthesia information management system. – This system is specialized for anesthesia-related data but does not broadly enhance decision-making across multiple clinical information systems.
D. Clinical decision support system. – This system is specifically designed to integrate data from various clinical information systems to provide evidence-based recommendations and support clinical decision-making.
Correct Answer is B
Explanation
A. The pharmacy information system – This system is for medication management, not patient isolation or PPE documentation.
B. The electronic documentation section – Isolation precautions are documented here so all healthcare personnel are aware and can use the required PPE.
C. The radiology information system – This is for imaging records, not for documenting infection control measures.
D. The laboratory information system – This system stores lab results, not isolation or PPE documentation.