Healthcare AI: Making Health Services Smarter and More Accessible

AI-Powered Medical Documentation

class MedicalRecordAI:
    """Intelligent medical record generation system"""
    
    def generate_medical_record(self, consultation_data):
        """Generate a standardized medical record from consultation data"""
        
        # Extract key information
        chief_complaint = consultation_data['symptoms']
        history = consultation_data['medical_history']
        examination = consultation_data['physical_exam']
        
        # Generate medical record
        record = self.llm.generate(f"""
        Generate a standardized outpatient medical record based on the following information:
        
        Chief complaint: {chief_complaint}
        Medical history: {history}
        Physical examination: {examination}
        
        Please follow the standard medical record format and include:
        1. Chief complaint
        2. History of present illness
        3. Past medical history
        4. Physical examination
        5. Preliminary diagnosis
        6. Treatment recommendations
        """)
        
        # Quality check
        return self.quality_check(record)
    
    def extract_key_info(self, medical_text):
        """Extract key information from medical text"""
        entities = self.llm.extract(medical_text, [
            "Symptoms", "Signs", "Test results", 
            "Diagnosis", "Medications", "Dosage"
        ])
        
        return self.structure_entities(entities)