The Schema Care blog
Guides for billing teams, clinics and revenue cycle groups on reading EOBs, claims, lab reports and intake forms into data, with people reviewing what is uncertain.
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Medical OCR and Digitization
How OCR and document AI read medical paperwork, from scanning and indexing to digitizing paper records and choosing a tool.
22 posts
EOBs and Remittances
How to read EOBs and 835 remittances, what the codes mean, and how to get payment data into a billing system without re-typing it.
23 posts
Claims and Medical Bills
CMS-1500 and UB-04 claim forms, itemized bills and billing statements: what each field means and how to extract it reliably.
22 posts
Lab Reports
Getting test names, results, units, reference ranges and flags out of lab and pathology reports and into structured data.
20 posts
Clinical Records and Abstraction
Extracting and abstracting data from discharge summaries, clinical notes, prescriptions and charts, with every field traceable to its page.
26 posts
Patient Intake and Insurance Cards
Turning patient intake forms and insurance cards into clean registration data, from consent checkboxes to member IDs.
20 posts
Faxes, Referrals and Prior Auth
How clinics handle inbound faxes, referral packets and prior authorization paperwork, and how to sort and route them automatically.
20 posts
Human Review and Confidence
How confidence scores, thresholds and review queues decide which extracted fields a person checks, and how to measure accuracy.
23 posts
HIPAA, BAAs and PHI
What HIPAA asks of document processing: business associate agreements, PHI de-identification, encryption, audit logs and retention.
20 posts
Revenue Cycle Automation
Where automation fits in medical billing and the revenue cycle, from denial management and appeals to RCM metrics and ROI.
24 posts
Records Retrieval and Review
How attorneys, insurers and payers request, organize and review medical records, from retrieval to chronologies and audits.
22 posts
APIs, FHIR and Integration
For developers: medical document extraction APIs, FHIR and HL7 resources, X12 files, JSON schemas and EHR integration.
25 posts