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CRChin Ramamoorthirafscorecalculator.hashnode.dev5d ago · 5 min read

Batch RAF Scoring at Scale: Throughput, Idempotency, and Auditability

Most teams build RAF scoring for one member and then discover, painfully, that "now do it for the whole population every night" is a different engineering problem. This deep-dive focuses on the three

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RMRamon Melendez Juarezcodebymelendez.hashnode.dev5d ago · 2 min read

Kafka in hospitals: real-world event architecture for HIS, LIS and billing in a Venezuelan mid-size hospital

Most Kafka “healthcare interoperability” examples are theoretical or focused on US/EU EHRs. I wanted to share a concrete case from a mid‑size hospital in Venezuela where we used Kafka as the event bac

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AKAhana Kumarai-techie.hashnode.dev6d ago · 7 min read

Why AI Healthcare Companies Are Building the Future Beyond Telehealth

Telehealth changed the way patients access healthcare. A few years ago, being able to consult a doctor from home felt revolutionary. It reduced travel, improved access to specialists, and helped healt

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CRChin Ramamoorthirafscorecalculator.hashnode.devJul 27 · 5 min read

How to Score 100K+ Members Overnight: Designing a Batch RAF Pipeline

The shape of the problem Each member has demographics and a set of diagnosis codes. Something has to map codes → HCCs, apply the CMS-HCC V28 hierarchies, and sum the weights to produce a RAF. Per memb

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RARank Alchemyai2.hashnode.devJul 27 · 4 min read

How Do You Build HIPAA-Compliant and Scalable Healthcare Software Architecture?

Healthcare software is one of the most demanding domains in software engineering. Unlike traditional web applications, digital health platforms must satisfy technical, security, regulatory, and operat

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YSYashvinder Singhtheaibuildloghashnodedev.hashnode.devJul 27 · 6 min read

Why AI Driven Care Systems Are Replacing Traditional Telehealth in Modern Healthcare

Telehealth changed healthcare forever. It made medical consultations possible from anywhere, reduced travel, and expanded access to specialists. For many organizations, it was the first major step tow

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DDDr Diamond Sharmazerowhisper.hashnode.devJul 25 · 3 min read

How a Pregnancy Wheel Works: Understanding Gestational Age & Due Date Calculations

Whether you're a healthcare practitioner, a health-tech developer building clinical tools, or an expectant parent tracking progress, estimating gestational age accurately is a foundational part of obs

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RFRehab Farhanrehab-ai.hashnode.devJul 16 · 1 min read

🫁 Breathe Smarter: 5 AI Air Quality Apps That Predict Pollution Before It Hits You in 2026

Wildfires, smoke, and climate change made "air quality" a top 2026 search with 97K+ queries. The fix? AI. 2026 AI apps now forecast pollution 3 days ahead with up to 92% accuracy. They don’t just show

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PPRIYAlifevaultlabs.hashnode.devJul 6 · 4 min read

Building LifeVault AI: My Journey Creating an AI-Powered Digital Health Record System

Introduction As a B.Tech Computer Science (AI & ML) student, I enjoy building projects that solve practical problems. During a hackathon, I wanted to work on something that could make everyday life a

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CRChin Ramamoorthirafscorecalculator.hashnode.devJul 4 · 2 min read

RAF Score 101: Definition, Formula, Worked Example

A compact reference you can keep open in a tab. No narrative — just the parts you need to reason about a RAF score. Definition RAF (Risk Adjustment Factor) = a relative predictor of a member's expecte

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Trending tags this week

Batch RAF Scoring at Scale: Throughput, Idempotency, and Auditability

Kafka in hospitals: real-world event architecture for HIS, LIS and billing in a Venezuelan mid-size hospital

Why AI Healthcare Companies Are Building the Future Beyond Telehealth

How to Score 100K+ Members Overnight: Designing a Batch RAF Pipeline

How Do You Build HIPAA-Compliant and Scalable Healthcare Software Architecture?

Why AI Driven Care Systems Are Replacing Traditional Telehealth in Modern Healthcare

How a Pregnancy Wheel Works: Understanding Gestational Age & Due Date Calculations

🫁 Breathe Smarter: 5 AI Air Quality Apps That Predict Pollution Before It Hits You in 2026

Building LifeVault AI: My Journey Creating an AI-Powered Digital Health Record System

RAF Score 101: Definition, Formula, Worked Example