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References from Advancing Nursing Cognitive Capacity Through Generative AI and Immersive VR as a Structural Intervention for Burnout and Administrative Burden. Local targets link to admitted publications; unresolved targets remain external evidence.
A preliminary conceptual framework of clinical documentation burden: exploratory factor analysis investigating usability, effort, and perceived burden among health care providers
10.1055/a-2751-1896 · 2025 · External reference
Measuring documentation burden in healthcare
10.1007/s11606-024-08956-8 · 2024 · External reference
Electronic health record system use and documentation burden of acute and critical care nurse clinicians: a mixed-methods study
10.1093/jamia/ocae239 · 2024 · External reference
An AI-enabled nursing future with no documentation burden: a vision for a new reality
10.1111/jan.16911 · 2026 · External reference
Generative artificial intelligence use in healthcare: opportunities for clinical excellence and administrative efficiency
10.1007/s10916-024-02136-1 · 2025 · External reference
From neural networks to emotional networks: a systematic review of EEG-based emotion recognition in cognitive neuroscience and real-world applications
10.3390/brainsci15030220 · 2025 · External reference
Wearable EEG-based brain-computer interface for stress monitoring
10.3390/neurosci5040031 · 2024 · External reference
Mental workload assessment by monitoring brain, heart, and eye with six biomedical modalities during six cognitive tasks
10.3389/fnrgo.2024.1345507 · 2024 · External reference
A scalable hybrid model for EEG-based stress detection toward real-time Deployability
2026 · External reference
Nurses' time allocation and multitasking of nursing activities: a time motion study
2018 · External reference
A time and motion analysis of nursing workload and electronic health record use in the emergency department
10.1016/j.jen.2021.03.007 · 2021 · External reference
Workflow interruption and nurses' mental workload in electronic health record tasks: an observational study
10.1186/s12912-023-01209-9 · 2023 · External reference
Generative AI-based nursing diagnosis and documentation recommendation using virtual patient electronic nursing record data
10.4258/hir.2025.31.2.156 · 2025 · External reference
An integrative review of cognitive workload assessment for safety management
10.1186/s12912-025-03987-w · 2025 · External reference
EEG-based assessment of long-term vigilance and lapses of attention using a user-centered frequency-tagging approach
10.1088/1741-2552/add771 · 2025 · External reference
Fear detection using electroencephalogram and artificial intelligence: a systematic review
10.3390/brainsci15080815 · 2025 · External reference
A systematic review on automated human emotion recognition using electroencephalogram signals and artificial intelligence
10.1016/j.rineng.2023.101027 · 2023 · External reference
Using EEG to assess cognitive fatigue in real time: a medical simulation study
10.1007/s40670-025-02421-9 · 2025 · External reference
Building resilience and competence in bachelor nursing students: a narrative review based on social cognitive theory
10.3390/nursrep15070253 · 2025 · External reference
Blended learning vs traditional teaching: the potential of a novel teaching strategy in nursing education—A systematic review and meta-analysis
10.1016/j.nepr.2022.103354 · 2022 · External reference
The affective component of learning in simulation-based education—facilitators' strategies to establish psychological safety and accommodate nursing students' emotions
10.1186/s12912-022-00869-3 · 2022 · External reference
Effects of immersive technology-based education for undergraduate nursing students: systematic review and meta-analysis using the GRADE approach
10.2196/57566 · 2024 · External reference
Impact of large language model (ChatGPT) in healthcare: an umbrella review and evidence synthesis
10.1186/s12929-025-01131-z · 2025 · External reference
Artificial intelligence in virtual reality simulation for interprofessional communication training: mixed method study
10.1016/j.nedt.2023.105718 · 2023 · External reference
Interventions to reduce burnout of physicians and nurses: an overview of systematic reviews and meta-analyses
10.1097/md.0000000000020992 · 2020 · External reference
Prevalence of and factors associated with nurse burnout in the US
10.1001/jamanetworkopen.2020.36469 · 2021 · External reference
Ethical implications of AI and robotics in healthcare: a review
10.1097/md.0000000000036671 · 2023 · External reference
The role of AI in nursing education and practice: umbrella review
10.2196/69881 · 2025 · External reference
Cognitive and affective probing: a tutorial and review of active learning for neuroadaptive technology
10.1088/1741-2552/ab5bb5 · 2020 · External reference