README.md

metadata

title: MedNER-TR Demo
emoji: 🏥
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.0.0
app_file: app.py
pinned: false
license: mit

🏥 MedNER-TR Demo

Türkçe tıbbi Named Entity Recognition sistemi

📊 Performans

• F1 Score: 99.49%
• Accuracy: 99.76%
• Precision: 99.49%
• Recall: 99.49%

🎯 Varlık Tipleri

• 💊 ILAC - İlaçlar
• 🦠 HASTALIK - Hastalıklar
• 🤒 SEMPTOM - Semptomlar
• 🫀 ORGAN - Organlar
• 🔬 TEST - Tıbbi Testler

🚀 Model

tugrulkaya/medner-tr

📚 Eğitim

• 2000 etiketli Türkçe tıbbi cümle
• BERTurk tabanlı
• PyTorch + Transformers

📄 Lisans

MIT License