MSMartin Schweigerinvoiceaitrendsandtopics.hashnode.dev·1h ago · 8 min readBuilding Behavioral Health Documentation Clinicians Trust Trust is a strange thing to engineer into a transcript. A clinician doesn't sit there grading your word error rate. They glance at the note, see that "sertraline" came through as "sertraline" and not 00
HHaileyinwealthtechsignals.hashnode.dev·16h ago · 5 min readHL7 and FHIR Matter More Than Your Healthcare AI ModelEveryone is talking about healthcare AI. New foundation models. Medical copilots. Clinical reasoning systems. AI-powered patient assistants. But after following healthcare engineering projects for the00
MTMaruti Techlabsinmarutitechlabs.hashnode.dev·1d ago · 11 min readWhy Is Generative AI Important in Healthcare? Use Cases, Benefits & TrendsKey Takeaways Generative AI is transforming healthcare by automating clinical, administrative, and research workflows. Leading use cases include ambient clinical documentation, diagnostics support, 00
CRChin Ramamoorthiinrafscorecalculator.hashnode.dev·5d ago · 3 min readRAF Score, Explained Like You're Building the FormulaIf you've ever had to implement risk adjustment instead of just read about it, you know the textbook definition ("a relative measure of expected cost") doesn't help much. So let's build the RAF score 10
RMRamon Melendez Juarezincodebymelendez.hashnode.dev·6d ago · 9 min readDesigning SAP Integrations for Hospitals in Venezuela: What Actually Makes SenseIn most hospital IT conversations in Venezuela, SAP shows up as a kind of magic word: “If we put SAP in, inventory, billing, purchases and HR will finally be under control.” SAP has been a de‑facto st00
MMediuswareinmediusware.hashnode.dev·6d ago · 9 min readDeploying LLMs and RAG Safely in HealthcareHealthcare cannot afford the “move fast and break things” mindset. In many industries, a wrong AI-generated answer may create inconvenience. In healthcare, it can create safety, compliance, and trust 00
NMNeeraja Medainhealthcareailab.hashnode.dev·Jun 13 · 16 min readHow I Built an Explainable AI Dashboard to Predict Hospital Readmissions — and Fixed a Python 3.14 Deployment NightmareEvery year, nearly 1 in 5 Medicare patients is readmitted to a hospital within 30 days of discharge — costing the U.S. healthcare system an estimated $26 billion annually. Many of these readmissions a00
MMMainStay Marketinginmainstay.hashnode.dev·Jun 12 · 2 min readRefactoring Legacy Code vs. Managed Services: Sustaining System Health RemotelyIn the rush to support decentralized users, internal IT teams often deploy rapid, undocumented API patches to force legacy systems to communicate with cloud applications. Over time, these temporary sc00
LVLalit Vijayintheserializationguy.hashnode.dev·Jun 12 · 8 min readThe 2026 Dispenser's Cliff: A Practical DSCSA Survival Blueprint.For years, the pharmaceutical supply chain in the United States has been undergoing a massive digital overhaul under the Drug Supply Chain Security Act (DSCSA). The end goal is total visibility: stopp00
JGJoe Gellatlyinmedcurity.hashnode.dev·Jun 12 · 8 min readThe 2026 HIPAA Risk Assessment Pattern for Healthcare APIsOriginally published at medcurity.com. Mirrored here for engineering teams shipping healthcare-adjacent software. If you ship any service that reads, writes, or transports electronic protected health 00
