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AIclinicalresearch/docs/02-通用能力层/05-医学NLP引擎/README.md
HaHafeng e52020409c docs: complete documentation system (250+ files)
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# 医学NLP引擎
> **能力定位:** 通用能力层
> **复用率:** 14% (1个模块依赖)
> **优先级:** P2
> **状态:** ⏳ 待实现
---
## 📋 能力概述
医学NLP引擎负责
- 医学实体识别NER
- 医学术语标准化
- 疾病/药物识别
---
## 📊 依赖模块
**1个模块依赖14%复用率):**
1. **DC** - 数据清洗整理病例数据NER提取
---
## 💡 核心功能
### 1. 医学实体识别
- 疾病识别
- 药物识别
- 手术识别
- TNM分期提取
### 2. 术语标准化
- ICD编码
- ATC编码
### 3. 关系抽取
- 疾病-药物关系
- 症状-疾病关系
---
## 🏗️ 技术方案
### 云端版(高准确率)
```python
# 基于LLM APIClaude/GPT
# JSON Mode结构化输出
```
### 单机版(隐私优先)
```python
# 基于spaCy + 医学模型
# 100%本地运行
```
---
## 🔗 相关文档
- [通用能力层总览](../README.md)
- [DC模块需求](../../03-业务模块/DC-数据清洗整理/README.md)
---
**最后更新:** 2025-11-06
**维护人:** 技术架构师