RRaftLabs Team·6d agoInsurance Verification Is Really a Revenue Protection SystemMost dental practices think insurance verification exists to confirm eligibility. Its real purpose is preventing expensive surprises before a patient ever sits in the chair.5 min read·raftlabs-the-current.hashnode.dev
DDr. Barış Öztürk, MD·Oct 23How WHO and CDC growth percentiles are computed (the LMS method), and the edge cases we hitI'm an emergency physician, and I also write the code behind Growo, a set of child growth calculators in 17 languages and an MCP server that AI assistants can call. Parents kept asking me what the per10 min read·mdandcoder.hashnode.dev
KKarrie Short·Oct 19Software for Device Sales Organizations: Why the Commission Line Is the Record to Get RightTrays, chargesheets, commissions and coverage all meet on one line. Four modeling decisions that separate software for device sales organizations from a CRM with a spreadsheet beside it.7 min read·intellilogic.hashnode.dev
KKarrie Short·Oct 14Inventory Management Software for Medical Device Distributors: Why the Data Model Has to Be DifferentFour modeling decisions that separate inventory management software for medical device distributors from a warehouse system with extra fields.7 min read·intellilogic.hashnode.dev
DDentiva·Oct 10Replacing SMS with WhatsApp Cloud API for Clinic Appointment Workflows: Architecture and Edge CasesTechnical architecture, webhook handling, and idempotency safeguards for automating clinical appointment reminders using WhatsApp Cloud API.4 min read·dentiva.hashnode.dev
Ttomer·Oct 6When the vendor's webhooks skip stepsMissing status events stalled our prior authorization workflows. Here's what we did about it.2 min read·tomert.hashnode.dev
JJohn Alexander Kamau·Oct 6We ran HealthBench on our health AI's safety layer. It scored lower than the bare model.A 150-conversation HealthBench subset, a safety layer that costs points, one real dose leak we found while measuring, and what moved the score.6 min read·tabibu.hashnode.dev
PPDF4me·Oct 5What Does an Insurance Card Parser Return? Member ID, Plan, and Rx Data ExplainedSee the exact JSON response and a Python confidence helper for PDF4me's AI Health Card Parser: extract member ID, plan, and Rx codes from any card.8 min read·pdf4me1.hashnode.dev
KKevin Kirui·Oct 2A Human in the Loop Does Not Automatically Make an AI Workflow SafeHuman review doesn't automatically make AI workflows safe. Learn how validation, overrides, audit trails, and safety constraints improve AI systems.6 min read·kevin-kirui-ai.hashnode.dev2M
SSaikat Dutta·Sep 21Why Healthcare AI Projects Struggle After the Pilot StageMoving healthcare AI from promising experiments to everyday workflows requires better data, integration, governance, and a clear implementation strategy.11 min read·duttaco.hashnode.dev
