Instructions to use ExperienceIV/ai-medical-router with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ExperienceIV/ai-medical-router with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="ExperienceIV/ai-medical-router")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("ExperienceIV/ai-medical-router") model = AutoModelForSequenceClassification.from_pretrained("ExperienceIV/ai-medical-router", device_map="auto") - Notebooks
- Google Colab
- Kaggle
MedReg AI — Intelligent Medical Patient Routing System
MedReg AI is an experimental biomedical NLP model designed for preliminary patient complaint analysis and intelligent referral to appropriate medical specialists.
Key Features
- Complaint text understanding in Russian
- Preliminary medical specialist recommendation
- Clinical NLP routing logic
- AI-assisted healthcare automation
Target Specialists
- Therapist
- Cardiologist
- Pulmonologist
- Neurologist
- Gastroenterologist
- Dermatologist
- Surgeon
- Dentist
- Ophthalmologist
- ENT specialist
Status
Model deployment and public web demonstration are currently in progress.
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