Discharge summaries, generated and ICD-coded
Discharge documentation is the cross-section where clinical accuracy meets revenue-cycle management. Hospital chains lose hours per inpatient on summary drafting and coding — and lose claims downstream when the documentation doesn’t line up with the codes. The Vihaya Engine is designed to generate the summary from the chart, code it, and route it to the clinician for sign-off. ABDM-compatible for Indian hospitals. Pre-revenue; no paid pilot has completed.
Discharge summary FAQ
What goes into a generated summary?
Admission diagnosis, treatment course, daily progress notes, investigation results, medications, procedures performed, discharge condition, and follow-up plan — all extracted from the chart and rendered in the hospital’s discharge-summary template. ICD-10 / ICD-11 codes for the diagnoses and procedures.
How does the clinician review work?
The summary loads into the clinician’s review interface (typically the existing EHR’s discharge-note screen) with edits highlighted. The clinician accepts, edits, or rejects. Corrections feed into the eval set so the next iteration is closer to the clinician’s voice.
What about institution-specific medical abbreviations and conventions?
Clinical documentation uses abbreviations and conventions specific to each institution. The model adapts because we tune against the hospital’s actual notes during the engagement — not against a generic off-the-shelf baseline. The Context Mesh indexes the hospital’s own historical discharge summaries as a style reference.
Can this work in regional languages?
Yes for the patient-facing summary; English is typical for the clinical record. Bilingual output (English clinical + regional-language patient instructions) is a configurable option.
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Want to see this in your environment?
30-minute discovery call. We follow up with a draft SOW shortly after.
Talk to us about a pilot