A practical framework for safe implementation in outpatient and hospital care in the Czech context is proposed and potential reductions in documentation time, lower cognitive workload and improved clinician attention to patients are suggested.
It is argued that the successful implementation of ambient AI scribes depends less on technical capability alone and more on prudent healthcare leadership and multidisciplinary governance, which requires robust consent and data-protection frameworks, workflow redesign, clinician training, and ongoing monitoring of qual...
K. Zhou, Q. Ng, H. Tan et al.· Journal of Healthcare Leader...· 0 citations
Artificial intelligence (AI) is moving from experimental research into routine healthcare workflows, including diagnostic support, clinical documentation, rehabilitation, laboratory medicine, medical imaging, patient education, and service management. Allied health professionals are increasingly involved in these AI-en...
Sakthivel Ramya, Ragul Baskaran, Loganayaki Somasundaram· International Journal of Cur...· 0 citations
Current evidence supports only conditional utility under pharmacist supervision for bounded, auditable tasks; it does not justify unsupervised medication counseling, autonomous dosing, interaction management, or therapeutic decision-making.
Júlia Costa Oliveira Ornelas· Nexus Science Review· 0 citations
The evidence indicates that AI can improve risk stratification, early recognition of clinical deterioration, medication-safety processes, documentation quality, and access to simulation-based education, and support a human-in-the-loop model in which AI augments rather than replaces nursing judgment.
Heloísa de Oliveira Nascimento· Nexus Science Review· 0 citations
A pragmatic adoption approach is emphasized to prioritize high-volume, lower-risk clerical and communication workflows; maintain clinician verification and accountability; and apply governance and equity safeguards before scale-up before scale-up.
Michael Christof, Krish Patel, Jian-Dong Zhou et al.· Communications Medicine· 0 citations
Ask-Audit-Apply (AAA) is proposed as a clinician-facing framework for AI-supported clinical reasoning that specifies decision-level behavioral practices that may support education, supervision, and future research on safe AI integration across a range of CDS tools as these systems increasingly participate in clinical c...
Andrew Jenkins, Katherine W. Eisenberg, R. Ziegelstein· Journal of general internal...· 0 citations
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