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cotdata_0728_combined_732k
CAIR-HKISI/cotdata_0728_combined_732k
cotdata_0728_combined_732k is a machine learning model from CAIR-HKISI. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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Updated Jul 28, 2026
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At a glance
- Access
- Public
- Created
- Jul 28, 2026
- Updated
- Jul 28, 2026
- SHA
- 6cd1c5a4
Model card
From the Hugging Face model README
cotdata_0728_combined_732k.json 数据说明
0728版本训练集更新：
- 将小模型的预测结果文本化，装在以下字段内， 融合进训练集供大模型参考
"与此同时，外部诊断工具也对该患者做出如下预测，供你参考：<tool>{small_model_prediction}</tool>"
- 剔除了所有标签为 "其它" 的样本，保证每一个案例都至少包含以下16个标签中的其中一个：
labels = ["未见异常", "轻度狭窄", "中度狭窄", "重度狭窄", "闭塞", "颞窗穿透不良", "湍流", "涡流", "短弧线", "收缩期切迹", "心律不齐", "盗血", "烟雾病", "交通动脉开放", "颈内动脉发出眼动脉之前", "颈内动脉发出眼动脉之后"]
样本标签统计
cotdata_0728_combined_732k.json
共 732300 条数据：
统计数据
| 标签 | 数量 | 占比 |
|---|---|---|
| 未见异常 | 195840 | 0.2381 |
| 轻度狭窄 | 348780 | 0.4240 |
| 中度狭窄 | 96000 | 0.1167 |
| 重度狭窄 | 163630 | 0.1989 |
| 闭塞 | 162040 | 0.1970 |
| 颞窗穿透不良 | 163040 | 0.1982 |
| 湍流 | 28340 | 0.0344 |
| 涡流 | 204710 | 0.2488 |
| 短弧线 | 23250 | 0.0283 |
| 收缩期切迹 | 43110 | 0.0524 |
| 心律不齐 | 13640 | 0.0166 |
| 盗血 | 57040 | 0.0693 |
| 烟雾病 | 2470 | 0.0030 |
| 交通动脉开放 | 47640 | 0.0579 |
| 颈内动脉发出眼动脉之前 | 54440 | 0.0662 |
| 颈内动脉发出眼动脉之后 | 10360 | 0.0126 |
| 其它 | 0 | 0.0000 |
- Created
- Jul 28, 2026
- Updated
- Jul 28, 2026