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Health Care AI Toolkit

The rapid increase in advanced artificial intelligence (AI) systems and applications in healthcare has occurred seemingly overnight.  Clinicians, operational staff, and provider leadership may not be aware that they are utilizing an AI system, may not know what questions to ask, nor know what policies, procedures, processes, and professional training should be in place to ensure that such systems drive improved health outcomes, reduce the burden on their teams, and increase overall sustainability.

This is an introductory guide to support these efforts.

AI systems can be applied to clinical care, operations, and research and may involve different AI systems and methods. As a result, the risk profile of the system may be varied. The governance should be built to account for use across the varied operations of a health care provider and the questions asked of vendors/developers will also vary as a result.

Healthcare AI Foundation

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Healthcare AI Vendor Checklist

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Governance Tools

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Assessing and Mitigating Unintended Impact

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The Role of AI in Digital Health

The CTRC is proud to present our limited learning series: “The Role of AI in Digital Health”

Join us on our journey to explore health care AI and its role in digital health. Make sure to subscribe to our newsletter to ensure you don’t miss these no-cost, unbiased health care AI webinars.

Introduction to AI in Digital Health
Digitally-Provided Genetic Services
Regulatory and Payment
The Digital Divide
AI in Clinical Care
Organizational Governance of AI

Discover Resources for

Healthcare AI

Dive into the basics of healthcare AI with these trusted resources published by CTRC. Check back here for the latest toolkits, guides, blogs and more on Healthcare Artificial Intelligence. 

08 May

The Technology Supercycle Meets Healthcare: Where Innovation Addresses Our Greatest Challenges 

By: Sylvia Trujillo, Executive Director, California Telehealth Resource Center (CalTRC) – 5.08.25    I’m pleased to invite you to

0 comment / Artificial Intelligence,Blog,Telehealth Summit / Read More
14 Mar

AI Policy Corner: Potential Future Implementation Requirements

Keeping up with AI in California: 2025 Bills Authored By: Rebekah Glick (March 13, 2025) In a rapidly evolving

0 comment / 2021 Courses,Artificial Intelligence,Blog,COVID-19 Reimbursement,Emergency Response: Program Survival,Getting Ready,Managed Care Plans,News,Training,Updated Overhead Navigation: Grow Your Program / Read More
28 Feb

Navigating AI in Healthcare in CA: An Introductory Blog Series

The Health Care AI Blog: What to Expect in this Series  Authored by: Sylvia Trujillo  The adoption of artificial

0 comment / Artificial Intelligence,Blog / Read More

Discover Resources for

Health Care AI

Explore our AI Resources section, featuring a curated collection of articles, research papers, and more from leading experts and trusted institutions in the field of artificial intelligence. This section is dedicated to providing up-to-date, accurate information and insights for enthusiasts and professionals alike.

AI taxonomy for medical services

& procedures

from the AMA

This taxonomy provides guidance for classifying various artificial intelligence/augmented intelligence (AI) applications (e.g., expert systems, machine learning, algorithm-based services) for medical services and procedures into one of three categories: assistive, augmentative or autonomous.

AI publications

from the JAMA Network

A collection of articles and resources on clinical applications of large language models (LLMs) and other AI technologies.

Editorial: Surfacing best practices for AI software development and integration in healthcare

from Frontiers

In this editorial, we present a synthesis of the nine featured manuscripts and highlight strategies used across settings as well as future opportunities for development and partnership.

Applying AI to Rural Health, with Jordan Berg

from the Rural Health Information Hub

An interview with Jordan Berg, Principal Investigator for the National Telehealth Technology Assessment Resource Center. We discuss the many ways AI can aid in rural healthcare and detail the guardrails in place to protect patient information.

Federal Government AI Use Cases

from AI.gov

This webpage explores the ways in which the federal government is utilizing AI to better serve the public.

Federal Government AI Initiatives

from AI.gov

This webpage catalogs all federal government AI initiatives and updates.

Augmented intelligence in health care: payment and regulation

from the AMA

This report summarizes the need for additional AMA policy that is relevant to payment and use of health care AI; provides definitions of related terms; and addresses key issues that impact physician adoption of new health care technologies and delivery modalities, including clinical efficacy, usability and workflow integration, and liability.

Augmented intelligence in health care

from the AMA

This report contains baseline policy to guide AMA’s engagement with a broad cross-section of stakeholders and policymakers to ensure that the perspective of physicians in various practice settings informs and influences the dialogue as this technology develops.

Health Care AI Partnership

About the Health Care AI Partnership

The Health AI Partnership is a collaborative effort to empower health care professionals to use AI effectively and safely through community-informed up-to-date standards, consisting of health systems, federal agencies, foundations and stakeholders. In collaboration with the Health AI Partnership, CTRC hosted a sub-series within the health care AI webinar series with an eye toward the needs of developers and innovators.

Introduction to AI in Clinical Care

Organizational Governance of AI

Discover Resources for

AI Basics

Check out these informational videos to learn more about the basics of health care artificial intelligence. 

What Is AI?

Machine Learning vs Deep Learning vs Artificial Intelligence

AI vs ML vs DL vs Data Science – Difference Explained

Telehealth + Artificial Intelligence: A Clear Synergy to Increase Effectiveness of Screening in Primary Care

Questions? We Can Help!

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The California Telehealth Resource Center (CTRC) and all resources and activities produced or supported by the CTRC are made possible by grant number U1UTH42520-01-01 from the Office for the Advancement of Telehealth, Health Resources and Services Administration, DHHS. This information or content and conclusions are those of the CTRC and should not be construed as the official position or policy of, nor should any endorsements be inferred by HRSA, HHS, or the U.S. Government. The information and tools presented on the California Telehealth Resource Center’s (CTRC) website are intended for general information purposes only and are not intended or implied to be a substitute for professional legal and billing advice. We recommend discussing billing and legal decisions with your organization’s compliance officer to ensure agreement or consulting with an attorney regarding any legal issue. All materials are strictly for informational and educational purposes only.
  • About CTRC
    • Our Mission
    • How We Do it
    • Our Team
    • Our Advisory Board
  • Tools and Resources
    • For Providers
    • Payment & Regulation
      • Digital Health Payment Guide
        • Digital Health Services Payment Guide Door 1
        • CTRC Digital Payment Guide – Door 2
    • Rural Health
    • Artificial Intelligence
    • Remote Physiological Monitoring
    • School-Based Telehealth
    • Patient Resources
    • Videos
    • Sustainability Calculator
    • Equipment Selection Tool
    • CTRC Blogs
    • CTRC Newsletters
  • Training and Education
    • CTRC Telehealth Online Courses
    • TeleHealth Course Finder
    • National Consortium of TRCs
    • Telehealth Summit
  • Events Calendar
  • Contact Us
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