The Clinical NLP Engine
The natural language processing engine transforms unstructured clinical text, including notes, discharge summaries, and referral letters, into coded, searchable, analysable medical data.
Automatic clinical coding, medication recognition, and entity extraction are applied to every piece of text entering the system, removing the burden of manual coding.
- Automatic ICD-10 and SNOMED CT coding from free text
- Recognition of medication name, dose, route, and frequency
- Extraction of diagnoses, procedures, allergies, and results
- Urgency analysis in triage and referral communications
Voice AI for Clinical Documentation
Clinicians spend up to two hours on documentation for every hour of patient care. Voice AI allows them to dictate naturally during consultation and generates a complete structured note automatically.
The voice models are refined on medical terminology and the multilingual accents of India, maintaining accuracy even in fast-paced emergency and intensive-care settings.
- Ambient recording and structuring of the consultation
- Real-time voice-to-record note generation with specialty templates
- Support for English, Hindi, Telugu, Tamil, Kannada, and more
- Speaker separation to attribute clinician and patient speech
Applications in Clinical Practice
Generation of complete structured discharge summaries within one minute.
Matching of patients to eligible clinical trials from their medical history.
Structured collection of symptoms before the clinical consultation.
Automated voice calls that check recovery and flag concerns.
Review of research to surface evidence for complex cases.
Automatic generation of insurance documents from clinical notes.
Deploy NLP and Voice AI in Your Hospital
Contact Eeswar Makineni to explore how this capability can transform your hospital.