Discharge summaries, generated and ICD-coded.
Discharge documentation is the cross-section where clinical accuracy meets revenue-cycle management. Indian 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. Vihaya generates the summary from the chart, codes it, and routes it to the clinician for sign-off.
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 Indian medical abbreviations and conventions?
Indian clinical documentation uses abbreviations and conventions specific to Indian medical training. The model adapts because we tune against the hospital's actual notes during the engagement — not against a US-trained 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.
Related
Want to see this in your environment?
30-minute discovery call. Draft SOW within 5 business days.
Talk to us about a pilot →