add doi

README.md

@@ -10,4 +10,49 @@ pinned: false
 license: apache-2.0
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# ECG Classification with Self-Supervised Learning
+
+[![DOI](https://img.shields.io/badge/DOI-10.57967%2Fhf%2F8469-blue?style=flat-square)](https://doi.org/10.57967/hf/8469)
+
+**Interactive Space** for ECG cardiovascular disease classification using SimCLR pre-trained model fine-tuned on PTB-XL.
+
+## Quick Start
+
+Upload an ECG file in any format (DICOM, MATLAB, HDF5, WFDB, CSV, and more) and get instant predictions across 5 diagnostic classes.
+
+## Model Performance
+
+- **AUROC:** 0.8717
+- **Accuracy:** 0.8234
+- **Training Data:** PTB-XL with 10% labeled samples (1,747 ECGs)
+
+## Supported File Formats
+
+- **Clinical:** DICOM (.dcm), SCP-ECG (.scp), HL7 aECG (.xml)
+- **Research:** WFDB (.hea/.dat), EDF (.edf)
+- **Scientific:** MATLAB (.mat), HDF5 (.h5), NumPy (.npy)
+- **Generic:** CSV/TXT/TSV, Binary (.raw, .bin)
+
+## Citation
+
+If you use this model, please cite it using the DOI:
+
+```
+10.57967/hf/8469
+```
+
+**Bibtex:**
+```bibtex
+@model{ssrl_ecg_2024,
+  title={SSL ECG Classification},
+  doi={10.57967/hf/8469},
+  url={https://huggingface.co/spaces/Tumo505/SSL-ECG-Classification},
+  year={2024}
+}
+```
+
+## Resources
+
+- [Model Card](https://huggingface.co/Tumo505/SSL-ECG-Classification-model-card)
+- [GitHub Repository](https://github.com/Tumo505/SSL-for-ECG-classification)
+- [Model Weights](https://huggingface.co/Tumo505/SSL-ECG-Classificcation)

app.py

@@ -601,6 +601,8 @@ with gr.Blocks(
     
     ### About This Model
     
+    **DOI:** [`10.57967/hf/8469`](https://doi.org/10.57967/hf/8469) | [Model Card](https://huggingface.co/Tumo505/SSL-ECG-Classification-model-card) | [GitHub](https://github.com/Tumo505/SSL-for-ECG-classification)
+    
     **Architecture:** 1D CNN with SimCLR self-supervised pre-training
     
     **Training:**
@@ -615,9 +617,6 @@ with gr.Blocks(
     - CD: Conduction Disturbances
     
     **Research Only** - Not validated for clinical use
-    
-    [View Model Card](https://huggingface.co/Tumo505/SSL-ECG-Classification-model-card)
-    [GitHub Repository](https://github.com/Tumo505/SSL-for-ECG-classification)
     """)