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Join date: Jan 5, 2025

Posts (21)

May 31, 20263 min
Garbage In, Garbage Out: Why Input Quality Still Matters in Allied Health AI
AI in allied health is getting better very quickly. The models are smarter, the notes are cleaner, and the reports sound more professional. But one old principle still applies: garbage in = garbage out. In fact, as AI becomes more powerful, this principle may matter even more. The risk is not just hallucination anymore. The bigger risk is polished inaccuracy. This happens when AI takes incomplete, vague or poorly captured information and turns it into something that sounds professional,...

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May 6, 20263 min
You Didn’t Train for a Decade to Become a Data Entry Clerk
It is 6:30 PM. Your last patient has just walked out. You’ve spent the day navigating complex biomechanical puzzles, managing patient expectations, and delivering high-level care. But instead of heading home, you are staring at a blinking cursor, facing two hours of documentation. This is the "Administrative Tax" of being a world-class clinician. In 2026, the market is flooded with AI "medical" scribes. But as any specialist knows, a tool that is built for everyone is rarely built for you....

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May 3, 20262 min
Why Left and Right Matter in AI Clinical Notes
Why Left and Right Matter in AI Clinical Notes In allied health, left and right are not minor details. If a patient presents with left shoulder pain, but the clinical note later refers to the right shoulder, that is not just an awkward typo. It can create confusion, weaken the clinical record, and become a real medico-legal issue, especially in compensable cases. This is one of the hidden risks with AI-generated clinical notes. A note can sound polished, professional and beautifully...

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Barry Nguyen

Barry Nguyen

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