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ecg-fm-api

638 kB

2 contributors

History: 95 commits

mystic_CBK

Fix JSON serialization error: Convert all numpy types to Python native types for clinical analysis

58e60a2 4 months ago

STANDALONE_ECG_FM_PACKAGE
🚀 Deploy ECG-FM v2.1.0 - Physiological Parameter Extraction Now Working! - Added comprehensive physiological parameter extraction (HR, QRS, QT, PR, Axis) using ECG-FM features - Implemented statistical pattern recognition algorithms - Added clinical range validation and confidence scoring - Created comprehensive test script for real ECG samples - Updated documentation and status reports - All endpoints now provide actual measurements instead of null values 4 months ago
__pycache__
🚀 Deploy ECG-FM v2.1.0 - Physiological Parameter Extraction Now Working! - Added comprehensive physiological parameter extraction (HR, QRS, QT, PR, Axis) using ECG-FM features - Implemented statistical pattern recognition algorithms - Added clinical range validation and confidence scoring - Created comprehensive test script for real ECG samples - Updated documentation and status reports - All endpoints now provide actual measurements instead of null values 4 months ago
.gitattributes

735 Bytes

Complete ECG-FM setup with OmegaConf 2.0.0 fix and all dependencies 4 months ago
.gitignore

2.02 kB

🚀 Deploy ECG-FM v2.1.0 - Physiological Parameter Extraction Now Working! - Added comprehensive physiological parameter extraction (HR, QRS, QT, PR, Axis) using ECG-FM features - Implemented statistical pattern recognition algorithms - Added clinical range validation and confidence scoring - Created comprehensive test script for real ECG samples - Updated documentation and status reports - All endpoints now provide actual measurements instead of null values 4 months ago
CARDIOLOGIST_ENHANCEMENT_SUMMARY.md

14 kB

🚀 Deploy ECG-FM v2.1.0 - Physiological Parameter Extraction Now Working! - Added comprehensive physiological parameter extraction (HR, QRS, QT, PR, Axis) using ECG-FM features - Implemented statistical pattern recognition algorithms - Added clinical range validation and confidence scoring - Created comprehensive test script for real ECG samples - Updated documentation and status reports - All endpoints now provide actual measurements instead of null values 4 months ago
CLINICAL_IMPLEMENTATION_SUMMARY.md

5.28 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
CURRENT_LIMITATIONS_ISSUES.md

9.12 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
DEPLOYMENT_READY.md

5.45 kB

Complete ECG-FM setup with OmegaConf 2.0.0 fix and all dependencies 4 months ago
DUAL_MODEL_IMPLEMENTATION_SUMMARY.md

6.59 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
Dockerfile

2.83 kB

CRITICAL FIX: Upgrade PyTorch to 2.1.0 to resolve weight_norm compatibility with ECG-FM checkpoints 4 months ago
ECG_FM_API_STATUS_REPORT.md

9 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
ENDPOINT_STRATEGY_DOCUMENT.md

14.1 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
FAIRSEQ_SIGNALS_DEPLOYMENT.md

6.32 kB

Fix ECG-FM deployment: Update Dockerfile, server.py, requirements.txt with fairseq-signals integration 4 months ago
FINAL_IMPLEMENTATION_STATUS.md

7.57 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
HF_DEPLOYMENT_GUIDE.md

5.7 kB

Complete ECG-FM setup with OmegaConf 2.0.0 fix and all dependencies 4 months ago
HF_LOADING_STRATEGY.md

4.48 kB

Implement Direct HF Loading Strategy: Load ECG-FM model directly from wanglab/ecg-fm repository to work within 1GB limit 4 months ago
HF_STRATEGY_REVERIFICATION.md

6.65 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
IMPLEMENTATION_FIXES_SUMMARY.md

8.59 kB

🚀 Deploy ECG-FM v2.1.0 - Physiological Parameter Extraction Now Working! - Added comprehensive physiological parameter extraction (HR, QRS, QT, PR, Axis) using ECG-FM features - Implemented statistical pattern recognition algorithms - Added clinical range validation and confidence scoring - Created comprehensive test script for real ECG samples - Updated documentation and status reports - All endpoints now provide actual measurements instead of null values 4 months ago
LABEL_DISCOVERY_AND_FIX_SUMMARY.md

4.35 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
MIGRATION_SUMMARY.md

4.05 kB

Complete ECG-FM setup with OmegaConf 2.0.0 fix and all dependencies 4 months ago
README.md

6.8 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
README_FAIRSEQ_MIGRATION.md

6.21 kB

Complete ECG-FM setup with OmegaConf 2.0.0 fix and all dependencies 4 months ago
TECHNICAL_ACHIEVEMENTS_SOLUTIONS.md

15 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
VERIFICATION_SUMMARY.md

4.21 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
app.py

399 Bytes

Fix ECG-FM deployment: Update Dockerfile, server.py, requirements.txt with fairseq-signals integration 4 months ago
batch_ecg_analysis.py

13.2 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
batch_ecg_analysis_kvh.py

13.5 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
chat.txt

3.78 kB

Complete ECG-FM setup with OmegaConf 2.0.0 fix and all dependencies 4 months ago
clinical_analysis.py

14.5 kB

Fix JSON serialization error: Convert all numpy types to Python native types for clinical analysis 4 months ago
comprehensive_ecg_test.py

13 kB

Fix JSON serialization error: Convert all numpy types to Python native types for clinical analysis 4 months ago
comprehensive_ecg_test_results_20250828_151718.json

7.73 kB

Fix JSON serialization error: Convert all numpy types to Python native types for clinical analysis 4 months ago
deploy.ps1

2.45 kB

Initial ECG-FM API deployment 4 months ago
deploy.sh

1.7 kB

FIXED: Use exactly compatible versions - omegaconf 1.3.2, PyTorch 1.12.1, transformers 4.21.0. No patching needed, proven compatibility. 4 months ago
deploy_hf_spaces_final.sh

5.58 kB

Fix ECG-FM deployment: Update Dockerfile, server.py, requirements.txt with fairseq-signals integration 4 months ago
deploy_simple.ps1

1.66 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
deploy_to_hf.ps1

3.89 kB

Complete ECG-FM setup with OmegaConf 2.0.0 fix and all dependencies 4 months ago
deploy_to_hf.sh

3.34 kB

Complete ECG-FM setup with OmegaConf 2.0.0 fix and all dependencies 4 months ago
deploy_to_hf_spaces.ps1

4.2 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
diagnose_model_outputs.py

7.6 kB

🚀 Deploy ECG-FM v2.1.0 - Physiological Parameter Extraction Now Working! - Added comprehensive physiological parameter extraction (HR, QRS, QT, PR, Axis) using ECG-FM features - Implemented statistical pattern recognition algorithms - Added clinical range validation and confidence scoring - Created comprehensive test script for real ECG samples - Updated documentation and status reports - All endpoints now provide actual measurements instead of null values 4 months ago
discover_model_labels.py

6.15 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
ecg_fm_github_readme.md

5.93 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
ecg_fm_label_def.csv

3.25 kB
xet

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
ecg_fm_readme.md

401 Bytes

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
finetuned_clinical_test_results_20250828_152404.json

5.73 kB

Fix JSON serialization error: Convert all numpy types to Python native types for clinical analysis 4 months ago
infer_quickstart.ipynb

24.1 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
label_def.csv

421 Bytes
xet

🚀 Deploy ECG-FM v2.1.0 - Physiological Parameter Extraction Now Working! - Added comprehensive physiological parameter extraction (HR, QRS, QT, PR, Axis) using ECG-FM features - Implemented statistical pattern recognition algorithms - Added clinical range validation and confidence scoring - Created comprehensive test script for real ECG samples - Updated documentation and status reports - All endpoints now provide actual measurements instead of null values 4 months ago
log.md

57.4 kB

CRITICAL FIX: Upgrade PyTorch to 2.1.0 to resolve weight_norm compatibility with ECG-FM checkpoints 4 months ago
mimic_iv_ecg_finetuned.yaml

3.43 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
mimic_iv_ecg_physionet_pretrained.yaml

3.38 kB

Deploy ECG-FM Dual Model API v2.0.0 4 months ago
physiological_parameter_test_results_20250828_145018.json

7.61 kB

Fix JSON serialization error: Convert all numpy types to Python native types for clinical analysis 4 months ago