Identify language of prescription
using AI
Below is a free classifier to identify language of prescription. Just input your text, and our AI will predict the appropriate medication based on the patient's symptoms and medical history. - in just seconds.
API Access
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("language-of-prescription", "your_text_here", credentials)
fetch('https://www.nyckel.com/v1/functions/language-of-prescription/invoke', {
method: 'POST',
headers: {
'Authorization': 'Bearer ' + 'YOUR_BEARER_TOKEN',
'Content-Type': 'application/json',
},
body: JSON.stringify(
{"data": "your_text_here"}
)
})
.then(response => response.json())
.then(data => console.log(data));
curl -X POST \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_BEARER_TOKEN" \
-d '{"data": "your_text_here"}' \
https://www.nyckel.com/v1/functions/language-of-prescription/invoke
How this classifier works
To start, input the text that you'd like analyzed. Our AI tool will then predict the appropriate medication based on the patient's symptoms and medical history..
This pretrained text model uses a Nyckel-created dataset and has 25 labels, including Arabic, Bulgarian, Czech, Danish, Dutch, English, Finnish, French, German and Hindi.
We'll also show a confidence score (the higher the number, the more confident the AI model is around the appropriate medication based on the patient's symptoms and medical history.).
Whether you're just curious or building language of prescription detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify language of prescription at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Prescription Validation: This function can be used in pharmacies to verify that the language of a prescription matches the expected language of the physician and patient. This ensures that the medication instructions are communicated correctly, reducing the risk of errors in medication dispensing.
- Multilingual Patient Support: Healthcare providers can utilize the language identifier to tailor counseling and medication instructions to patients who speak different languages. By identifying the language of the prescription, support staff can provide more effective communication and improve patient comprehension.
- Compliance Monitoring: Health insurance companies can employ this function to ensure that prescriptions are issued in the appropriate language per patient demographics and regulations. This can aid in monitoring compliance with legal requirements, thereby minimizing the risk of penalties.
- Data Analytics for Language Trends: Pharmaceutical companies can analyze prescription language data to identify trends in multilingual prescriptions across different regions. Insights derived from such analysis can inform marketing strategies and product recommendations tailored to diverse populations.
- Automated Translation Services: This function can enhance automated translation systems by initially identifying the language of a prescription. With this information, subsequent translation into another language can be handled more accurately, improving accessibility for non-native speakers.
- EHR System Integration: Electronic Health Record (EHR) systems can integrate this functionality to automatically tag prescriptions with their language. This can streamline data processing and improve patient care by ensuring that healthcare providers have accurate language information at their fingertips.
- Training and Quality Assurance: Medical institutions can utilize the language of prescription identifier in training programs for staff. By understanding the language dynamics in prescriptions, they can enhance training around language-specific best practices for prescribing and patient communication.