Lung-RADS was never designed for AI. That's the problem. For years, we've used a 1-to-4 categorical scoring system to decide who needs follow-up after a chest CT. It works. But it was built for human radiologists reading films in isolation, not for AI systems processing thousands of scans with probabilistic outputs. Here's the tension nobody talks about: Lung-RADS generates a false positive rate of 18% to 40+%. That sounds like a statistics footnote. It isn't. In the National Lung Screening Trial, 1.7% of all screened patients underwent an invasive procedure for a lesion that turned out to be benign. Each unnecessary biopsy carries real clinical risk: pneumothorax, hemorrhage, infection. And real psychological cost: months of patient anxiety waiting on a ...

Prior authorization is breaking healthcare. AI is fixing it. Every week, physicians and their staff spend an average of 14 hours per provider navigating prior auth requests. That is more than two full working days lost to paperwork per doctor, per week. 14 hours. Not seeing patients. Not making diagnoses. Filling out forms. In January 2026, CMS's prior authorization interoperability rule went fully into effect, requiring payers to build real-time APIs that allow providers to submit and track prior auth requests electronically. It is the most significant administrative reform in years. And now the data is coming in. Health systems that deployed AI-powered prior authorization tools on top of those new payer APIs are reporting 60 to 70 percent reductions ...

Safety-net hospitals are about to lose a financial lifeline. And most people outside of hospital finance have no idea what Medicaid DSH even is. Let me explain why that matters right now. DSH stands for Disproportionate Share Hospital. It is a federal Medicaid payment specifically designed to help hospitals that treat a high volume of uninsured and low-income patients. Think urban public hospitals. Rural critical access facilities. Teaching hospitals in low-income zip codes. These are the places that cannot turn patients away. The Senate reconciliation bill currently under debate includes proposals that would reduce federal Medicaid DSH allotments. The exact cuts vary by proposal, but the Congressional Budget Office and health policy analysts have flagged DSH reductions as one of ...

Health AI just had its biggest funding month of 2026. And the money is not going where most people think. Let me break down what happened in the last few weeks and why it matters for everyone in healthcare. 🚀 The deals that stood out: Abridge, the ambient clinical documentation company, closed a $250M Series D, bringing its total funding to over $450M. They are embedded in Epic workflows at dozens of health systems and processing millions of clinical conversations per year. Waystar, the revenue cycle AI platform, continues expanding after its 2024 IPO with new AI modules focused on prior authorization automation. Health systems report 30 to 40 percent reductions in denial rates using AI-assisted coding. Hippocratic AI, which ...

The Medicaid funding trick 49 states use is on the chopping block. And almost nobody outside of state budget offices is talking about it. Here is what is happening. Most states fund their share of Medicaid by assessing a tax on hospitals and other providers. Those providers pay the tax, the state uses that money to draw down a larger federal Medicaid match, and then it redistributes a portion back to providers through higher reimbursement rates. It is a legal, CMS-approved financing mechanism used in 49 of 50 states. The House reconciliation bill passed on May 22 includes provisions that would significantly restrict these provider tax arrangements. Depending on how the Senate interprets and amends the language, states could lose ...

7 million kids could lose health coverage this year. Not because they no longer qualify. But because the system processing their eligibility can't keep up. The House-passed reconciliation bill, moving through Congress in late May 2026, includes provisions that would accelerate CHIP and Medicaid redetermination cycles for children, reduce the federal matching rate floor for CHIP in certain states, and eliminate continuous eligibility protections that were put in place post-pandemic. Here is why this matters more than most headlines are letting on. CHIP covers roughly 7.2 million children in the U.S., most of them from working families who earn too much for Medicaid but too little to afford private insurance. These are kids in households where a parent works a ...

18% of eligible patients get lung cancer screening. At FQHCs, it's under 6%. Let that sink in. Lung cancer kills more Americans than colorectal, pancreatic, and breast cancer combined. This year, 235,760 people will be diagnosed. 85% will be found at a late stage, when 5-year survival drops below 9%. Catch it at Stage I: 77-92%. The math on early detection is not complicated. The execution is. Even when patients do get scanned, the tools being used to read those scans have real limits nobody talks about. 🔬 The Lung-RADS problem Lung-RADS is the current standard for classifying lung nodules: a rule-based system built on size thresholds alone. No shape, texture, density, or patient history. A radiologist reading 8,000 scans ...

Medicaid managed care is being quietly rewritten. Here is what that means. When people talk about the House reconciliation bill, the conversation jumps to work requirements, DSH cuts, and ACA subsidies. But buried inside the same legislation are managed care provisions that could reshape how 90 million Americans actually receive their coverage. And most healthcare leaders are not talking about it yet. 🔍 Here is what is in the bill: The legislation gives states new flexibility to narrow mandatory managed care enrollment for certain Medicaid populations. It weakens federal benchmark benefit requirements, meaning states could reduce what managed care plans are required to cover. It also adjusts federal actuarial soundness standards, which directly affect how much states must pay managed ...

3.8 million people could lose health coverage next year. And it has nothing to do with Medicaid. The enhanced premium tax credits introduced under the Inflation Reduction Act have been one of the most impactful, least-talked-about coverage expansions in recent memory. They reduced marketplace premiums by an average of $800 per enrollee per year. They helped push ACA marketplace enrollment to record highs, surpassing 21 million people in 2026. Those credits expire at the end of 2025. The House reconciliation bill, passed on May 22, 2026, does not extend them. The Congressional Budget Office has estimated that without renewal, roughly 3.8 million Americans will drop their marketplace plans, simply because the premiums become unaffordable. For many of these individuals, Medicaid ...