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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

T. Kannampallil

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Open access Aug 2026

Differential associations between social determinants of health and the initiation of medications for opioid use disorder across care settings

Timely initiation of medications for opioid use disorder (MOUD) remains a critical gap in the health-system response to the opioid crisis. Although social determinants of health (SDoH) influence treatment access, their impact may vary across care settings owing to differences in clinical workflows, regulatory constrain...

Zhen Luo, M. Hofford, R. Fan et al. · 0 citations
Open access Sep 2026

Using electronic health record audit logs to identify pediatric intensive care unit teams

EHR audit log data can accurately identify patients’ bedside nurses in pediatric ICUs and provides a scalable foundation for team dynamics research, although the LCS offering greater generalizability than predefined heuristics may be needed.

Liem M. Nguyen, S. Sebok-Syer, Dane Jacobson et al. · 1 citation
Sep 2026

Health artificial intelligence is here, but are we measuring what matters?

Limits in prevailing approaches to health AI evaluation are examined and a framework prioritizing outcomes-based, systems-level assessment aligned with healthcare delivery goals is proposed, contrasting a deontological focus on methodological standards with a consequentialist framework emphasizing real-world impact.

P. Payne, T. Kannampallil, Margaret Lozovatsky · 0 citations

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