Thoughts on Healthcare Markets and Technology

Thoughts on Healthcare Markets and Technology

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Federated Diabetes Prediction: From Public Domain to Commercial Success
A Comprehensive Business Plan for Bringing Privacy-Preserving Diabetes Prediction Models to Market
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Trey Rawles
The Open Source Imperative: How Llama Stack and AI Alliance are Democratizing Healthcare AI Innovation
Disclaimer: The views and opinions expressed in this essay are my own and do not reflect the official positions of my employer.
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Trey Rawles
Navigating the Health AI Regulatory Revolution: Strategic Opportunities and Market Positioning for Entrepreneurs in 2025
Disclaimer: The views and opinions expressed in this essay are those of the author and do not necessarily reflect the official policy or position of my…
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Trey Rawles
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Mapping the Architecture of Health AI Assurance: An In-Depth Analysis of CHAI's Working Group Ecosystem
Disclaimer: The thoughts and analysis presented in this essay are my own and do not reflect those of my employer.
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Trey Rawles
The $10M Healthcare Hustle: How to Build a Unicorn Exit Without Actually Knowing How to Code (Or Why "Vibe Coding" is the Dumbest Term That…
Abstract
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Trey Rawles
The Hidden Cash Flow Crisis: Why Value-Based Care Providers Must Pivot from Prospective to Retrospective Risk Adjustment Excellence
Table of Contents
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Trey Rawles
Capitalizing on Federal AI Policy: A Strategic Analysis of Healthcare Opportunities in America's AI Action Plan for Health Tech…
Disclaimer: The views and analysis presented in this essay are my own and do not reflect the views, positions, or policies of my employer.
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Trey Rawles
The Founder's Guide to Early-Stage VC: Lessons from the Health Tech Trenches
DISCLAIMER: The thoughts and opinions expressed in this essay are my own and do not reflect those of my employer or any affiliated organizations.
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Trey Rawles
The Unfulfilled Promise: Why Medical Record Audit Technology Remains Fragmented Despite Available Solutions​​​​​​​​​​​​​​​​
Disclaimer: The thoughts and opinions expressed in this essay are my own and do not reflect the views or positions of my employer.
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Trey Rawles
The Phoenix Paradox: How Anne Wojcicki Lost and Reclaimed 23andMe​​​​​​​​​​​​​​​​
Table of Contents
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Trey Rawles
Healthcare Claim Adjudication: Complete Step-by-Step Flow
Follow a single claim through every microsecond of its journey from provider submission to final payment - here's the complete technical breakdown.
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Trey Rawles
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CMS Digital Transformation and the Health Tech Opportunity: Analyzing Dr. Oz's Vision and the 13th Scope of Work Business Implications
Disclaimer: The views and analysis presented in this essay are my own and do not reflect the positions, opinions, or policies of my employer or any…
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Trey Rawles
© 2025 Trey Rawles
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