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| 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](https://huggingface.co/tugrulkaya/medner-tr) | |
| ## 📚 Eğitim | |
| - 2000 etiketli Türkçe tıbbi cümle | |
| - BERTurk tabanlı | |
| - PyTorch + Transformers | |
| ## 📄 Lisans | |
| MIT License | |