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license: mit |
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# Overview VasoVision |
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VasoVision is a multi-head classification model designed to classify various aspects related to cardiovascular imaging. <br> |
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Using a multi-head loss approach, the model can effectively handle multiple classification tasks simultaneously. |
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# Label Mappings |
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```yaml |
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contrast_agent: |
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"yes": 1 |
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"no": 0 |
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main_structure: |
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Left Coronary: 0 |
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Right Coronary: 1 |
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Other: 2 |
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Graft: 3 |
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Catheter: 4 |
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Femoral: 5 |
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LV: 6 |
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TAVR: 7 |
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Aorta: 8 |
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Radial: 9 |
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TEE probe: 10 |
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Pigtail: 11 |
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stent_presence: |
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present: 1 |
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absent: 0 |
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dominance: |
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right_dominant: 0 |
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left_dominant: 1 |
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``` |
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# Usage |
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Can be ran using https://github.com/HeartWise-AI/Orion |
