AI & Governance
Healthcare AI Governance
Multi-framework governance dashboard spanning HAIRA, PPTO, RUAIH, NIST RMF, and HEAAL, with maturity scoring, lifecycle tasks, and an action-plan generator.
Healthcare leadership, AI governance, and radiology operations — an open library of interactive tools, frameworks, and research from 25+ years of enterprise imaging and population-health practice.
Resource Library
Browse the full Kelly Emrick library by executive domain, or search across the complete set of tools.
Showing 26 resources
Multi-framework governance dashboard spanning HAIRA, PPTO, RUAIH, NIST RMF, and HEAAL — with maturity scoring, lifecycle tasks, and an action-plan generator.
Self-assessment for healthcare leaders to gauge AI literacy, governance fluency, and readiness across operational and clinical AI deployment scenarios.
Curated content hub on applied analytics, data science, and AI for healthcare operations — bridging strategy, governance, and execution.
Single-site MRI operational tool for diagnosing throughput barriers, schedule efficiency, and protocol-level performance against utilization benchmarks.
Systemwide multi-site MRI dashboard for enterprise radiology — cross-facility utilization, schedule density, and capacity orchestration in one view.
Executive operating view of enterprise MRI from order to final read — five leadership signals, an eight-stage RACI architecture, throughput and no-show calculators, and a 36-item maturity self-assessment.
End-to-end intake workflow framework targeting registration friction, prep accuracy, and pre-arrival readiness — built for outpatient imaging operations.
Interactive return-on-investment calculator for kypholift / vertebral augmentation programs — volume, reimbursement, and contribution-margin modeling.
Original framework for healthcare workforce engagement — behavioral drivers, leadership levers, and measurement indicators developed across enterprise imaging settings.
Framework and toolset for turning peer-reviewed evidence into executive decisions — decision roadmap, learner workbook, and knowledge-gap diagnostics grounded in the EBHL model.
Multi-page EI teaching academy built on Goleman's four domains — framework, learning path, a 12-item self-assessment with domain scoring, and a healthcare case library.
Strategic decision frameworks applying game theory to negotiation, payer-provider dynamics, and multi-stakeholder choices in healthcare leadership contexts.
Forward-looking executive framework for the next era of health system leadership — AI-era operating models, workforce design, and strategic agility.
Cross-system performance benchmarking initiative — comparative analysis of operational, financial, and quality indicators across enterprise hospital portfolios.
The IMAGE-8 framework — an eight-phase development playbook and dashboard for financing, licensing, and launching a free-standing MRI / CT / PET-CT center, with demand, capacity, pro forma, and radiopharm models.
Tools and benchmarks across the revenue cycle — from charge capture and denials to AR aging and net collections, grounded in published RCM research.
Capacity-and-demand modeling tool for analyzing system strain — surge periods, throughput pressure, and resource allocation under stressed conditions.
A visual guide to the federal No Surprises Act for outpatient imaging — balance-billing protections, Good Faith Estimates, and the operational obligations that follow.
Emergency-department clinical decision-support tool for the first 60 minutes — triage stratifier, Hour-1 Bundle, and CMS SEP-1 / HVBP performance builder aligned to Surviving Sepsis 2021.
Advisory practice page — healthcare operations consulting and partnership engagements aligned to enterprise imaging, AI governance, and leadership development.
Research-grounded framework on the biology of aging — molecular, cellular, and systemic hallmarks with implications for population-health strategy.
A thought experiment on the Orch OR theory of mind — exploring quantum effects in neuronal microtubules and the 2024 epothilone-B findings, for the scientifically curious.
Research paper and infographic introducing the CALM↔REST framework — how quieting inner mental chatter measurably improves learning effectiveness.
Population mobility analysis using U-Haul movement data — demographic shift signals with implications for service-area planning and market strategy.
Curated healthcare industry news and commentary — signal-over-noise reading for healthcare executives and operations leaders.
Companion to The Voice Within — a 30-day tracker and reflection toolkit for harnessing inner dialogue, building self-awareness, and reshaping mental patterns.
Try a different search term or filter.
Connected Properties
Leadership tools here, deep analytics on .org, longer-form thinking on the blog, and published books on Amazon.
Advanced dashboards, financial benchmarks, and quantitative tools for healthcare executives.
Healthcare leadership, AI, radiology operations, and the realities of executive practice.
Books including Fiscal Fitness, The Population Health Bible, the EBHL series, and The Voice Within.
Thought leadership, professional commentary, and ongoing posts across healthcare leadership communities.
Healthcare leadership, AI governance, and radiology operations. Browse the full Kelly Emrick library by executive domain, or search across the complete set of tools.
Showing 0 resources
Multi-framework governance dashboard spanning HAIRA, PPTO, RUAIH, NIST RMF, and HEAAL, with maturity scoring, lifecycle tasks, and an action-plan generator.
Self-assessment for healthcare leaders to gauge AI literacy, governance fluency, and readiness across operational and clinical AI deployment scenarios.
Curated content hub on applied analytics, data science, and AI for healthcare operations, bridging strategy, governance, and execution.
Single-site MRI operational tool for diagnosing throughput barriers, schedule efficiency, and protocol-level performance against utilization benchmarks.
Systemwide multi-site MRI dashboard for enterprise radiology, covering cross-facility utilization, schedule density, and capacity orchestration in one view.
Executive operating view of enterprise MRI from order to final read, with five leadership signals, an eight-stage RACI architecture, throughput and no-show calculators, and a 36-item maturity self-assessment.
End-to-end intake workflow framework targeting registration friction, prep accuracy, and pre-arrival readiness, built for outpatient imaging operations.
Interactive return-on-investment calculator for kypholift and vertebral augmentation programs, modeling volume, reimbursement, and contribution margin.
Original framework for healthcare workforce engagement, covering behavioral drivers, leadership levers, and measurement indicators developed across enterprise imaging settings.
Framework and toolset for turning peer-reviewed evidence into executive decisions, with a decision roadmap, learner workbook, and knowledge-gap diagnostics grounded in the EBHL model.
Multi-page EI teaching academy built on Goleman's four domains, with a framework, learning path, a 12-item self-assessment with domain scoring, and a healthcare case library.
Strategic decision frameworks applying game theory to negotiation, payer-provider dynamics, and multi-stakeholder choices in healthcare leadership contexts.
Forward-looking executive framework for the next era of health system leadership, spanning AI-era operating models, workforce design, and strategic agility.
Cross-system performance benchmarking initiative comparing operational, financial, and quality indicators across enterprise hospital portfolios.
The IMAGE-8 framework, an eight-phase development playbook and dashboard for financing, licensing, and launching a free-standing MRI, CT, or PET-CT center, with demand, capacity, pro forma, and radiopharm models.
Tools and benchmarks across the revenue cycle, from charge capture and denials to AR aging and net collections, grounded in published RCM research.
Capacity and demand modeling tool for analyzing system strain, surge periods, throughput pressure, and resource allocation under stressed conditions.
A visual guide to the federal No Surprises Act for outpatient imaging, covering balance-billing protections, Good Faith Estimates, and the operational obligations that follow.
Emergency-department clinical decision-support tool for the first 60 minutes, with a triage stratifier, Hour-1 Bundle, and CMS SEP-1 and HVBP performance builder aligned to Surviving Sepsis 2021.
Advisory practice page for healthcare operations consulting and partnership engagements aligned to enterprise imaging, AI governance, and leadership development.
Research-grounded framework on the biology of aging, covering molecular, cellular, and systemic hallmarks with implications for population-health strategy.
A thought experiment on the Orch OR theory of mind, exploring quantum effects in neuronal microtubules and the 2024 epothilone-B findings, for the scientifically curious.
Research paper and infographic introducing the CALM-REST framework, showing how quieting inner mental chatter measurably improves learning effectiveness.
Population mobility analysis using U-Haul movement data, surfacing demographic shift signals with implications for service-area planning and market strategy.
Curated healthcare industry news and commentary, signal over noise reading for healthcare executives and operations leaders.
Companion to The Voice Within, a 30-day tracker and reflection toolkit for harnessing inner dialogue, building self-awareness, and reshaping mental patterns.
Interactive companion to the book, touring all thirteen chapters through the Structure, Process, Outcome model. Includes a 130-metric explorer, twelve live calculators (ALOS, occupancy, readmission, cost per QALY, and ROI), benchmarking and gap analysis, PROM domains, and a 50-question knowledge check.
Donabedian quality framework dashboard that translates Structure, Process, and Outcome into a working operating model, mapping measurement logic across the care-delivery chain.
Workforce engagement dashboard that translates engagement drivers into measurable leadership signals, with diagnostics and action planning for healthcare teams.
Analysis of the latest PwC medical cost trend outlook, covering the growth drivers and the imaging, radiology, and IDR arbitration implications for outpatient operators.
Evidence-informed predictor that simulates how shifts in engagement, communication, and throughput move the probability of leadership success along a logistic curve.
PhD-level forecasting model that blends operational analytics with credibility-weighted, market-style probability signals into an executive forecast of operating risk, with a 12-week hybrid curve, stress testing, and a leadership action index.
Try a different search term or clear the filters.
Leadership tools here, deep analytics on .org, longer-form thinking on the blog, and published books on Amazon.
Advanced dashboards, financial benchmarks, and quantitative tools for healthcare executives.
Visit site →
Healthcare leadership, AI, radiology operations, and the realities of executive practice.
Read the blog →
Books including Fiscal Fitness, The Population Health Bible, the EBHL series, and The Voice Within.
View books →
Thought leadership, professional commentary, and ongoing posts across healthcare leadership communities.
Connect →
Working labs. All dashboards, calculators, and models are working tools and may be revised over time. Validate outputs independently before clinical, financial, operational, legal, or regulatory use.
Healthcare leadership, AI governance, and radiology operations — every tool, framework, and resource across the Kelly Emrick ecosystem.
Try a different search term or clear the filters.
Leadership tools here, deep analytics on .org, longer-form thinking on the blog, and published books on Amazon.
Disclaimer: All dashboards, calculators, models, and interactive tools on this website are working labs and may be revised, corrected, or updated over time. Outputs should be independently validated before use in clinical, financial, operational, legal, or regulatory decision-making. WordPress plugins, scripts, and shortcodes may occasionally display errors or fail to render correctly due to theme, browser, cache, or compatibility issues. Please contact the website administrator if you identify a coding error, model issue, calculation concern, or broken shortcode.