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Ai Models

10 articles from Healthcare practitioners

Ambient AI is moving from clinician productivity to consent and revenue-cycle controls

Ambient AI is moving from clinician productivity to consent and revenue-cycle controls

Two August 2026 reads, one operational signal: ambient documentation is spreading fast, and hospitals now have to govern microphones and models like any other c

MarketScale Newsroom·Aug 20, 2026
Policy, AI, and New Funding Models Are Reshaping Mental Health Care Delivery

Policy, AI, and New Funding Models Are Reshaping Mental Health Care Delivery

Mental health care isn’t a new problem—but it’s finally being treated like an urgent one. After years of being sidelined, the cracks in the system are becoming impossible to ignore: overstretched clinicians, long wait times, and entire communities without consistent access to care. In the U.S., the scale is striking—more than one in five…

Kevin Stevenson·Apr 16, 2026
Leading Through Change: Dr. Kevin Stevenson on Workforce, Innovation, and the Future of Healthcare

Leading Through Change: Dr. Kevin Stevenson on Workforce, Innovation, and the Future of Healthcare

Healthcare is at a critical turning point, where staffing pressures, shrinking reimbursements, and rising patient expectations are reshaping the future of healthcare. According to the AACN Nursing Workforce Fact Sheet, the federal government projects more than 203,000 new registered nurse positions will be created annually from 2021 to 2031, reflecting high demand from an…

David Kemp·Oct 1, 2025
From Online to On-Site: How Hybrid Models Are Building the Healthcare Workforce of Tomorrow

From Online to On-Site: How Hybrid Models Are Building the Healthcare Workforce of Tomorrow

Health systems across the U.S. are staring down a stubborn talent gap—one that COVID-era lessons, hybrid training models, and employer partnerships are beginning to reshape. In Detroit, Houston and beyond, multi-billion-dollar expansions are colliding with persistent shortages, forcing new pathways into care careers. Meanwhile, loan-repayment and incumbent-worker funds are emerging as powerful levers to…

Ron Stefanski·Sep 10, 2025
Inside Oncology Drug Development: Overcoming Resistance with Science

Inside Oncology Drug Development: Overcoming Resistance with Science

Scientists are racing to solve the cancer cell adaptation problem that renders even cutting-edge therapies ineffective over time

Healthcare·Apr 19, 2025
Employer-Built Healthcare Plans: Controlling Costs and Transforming Care

Employer-Built Healthcare Plans: Controlling Costs and Transforming Care

Companies are designing their own healthcare systems to cut costs and improve employee outcomes faster than traditional insurance models allow

Kevin Stevenson·Feb 12, 2025
Overcoming Behavioral Health Challenges: Iris Telehealth’s Technology-Driven Approach

Overcoming Behavioral Health Challenges: Iris Telehealth’s Technology-Driven Approach

Virtual care platforms are shortening wait times and reaching underserved populations by connecting patients with behavioral health providers faster than tradit

Kevin Stevenson·Jan 29, 2025
Neural Codes: AI Innovates Chronic Pain Management

Neural Codes: AI Innovates Chronic Pain Management

Advanced AI systems are reshaping how clinicians diagnose and treat persistent pain conditions

Michelle Dawn Mooney·Oct 24, 2024
With Walmart Health Shuttering Its Doors, Retail Healthcare Has to Rethink Its Role & Strategy in Primary Care

With Walmart Health Shuttering Its Doors, Retail Healthcare Has to Rethink Its Role & Strategy in Primary Care

The collapse of big-box health ambitions forces the retail sector to reassess what primary care actually means in a competitive marketplace

Daniel Litwin·May 28, 2024
Successful Innovation in B2B Takes Bringing the Whole Company to the Table

Successful Innovation in B2B Takes Bringing the Whole Company to the Table

Cross-functional alignment emerges as the critical missing ingredient most B2B companies overlook when pursuing meaningful innovation

Gerry Mecca·Apr 11, 2024
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