HaHafeng
31d555f7bb
- Add platform infrastructure chapter to frontend-backend architecture design - Update system architecture document with 6 new infrastructure modules - Update AI onboarding guide with infrastructure overview - Link to backend/src/common/README.md for detailed usage guide Key Updates: - Storage service (LocalAdapter + OSSAdapter) - Logging system (Winston + JSON format) - Cache service (Memory + Redis) - Async job queue (Memory + Database) - Health check endpoints - Monitoring metrics - Database connection pool - Environment config management All modules support zero-code switching between local and cloud environments. Related: #Platform-Infrastructure
84 lines
1.1 KiB
Markdown
84 lines
1.1 KiB
Markdown
# 医学NLP引擎
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> **能力定位：** 通用能力层
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> **复用率：** 14% (1个模块依赖)
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> **优先级：** P2
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> **状态：** ⏳ 待实现
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---
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## 📋 能力概述
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医学NLP引擎负责：
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- 医学实体识别（NER）
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- 医学术语标准化
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- 疾病/药物识别
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---
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## 📊 依赖模块
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**1个模块依赖（14%复用率）：**
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1. **DC** - 数据清洗整理（病例数据NER提取）
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---
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## 💡 核心功能
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### 1. 医学实体识别
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- 疾病识别
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- 药物识别
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- 手术识别
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- TNM分期提取
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### 2. 术语标准化
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- ICD编码
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- ATC编码
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### 3. 关系抽取
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- 疾病-药物关系
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- 症状-疾病关系
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---
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## 🏗️ 技术方案
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### 云端版（高准确率）
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```python
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# 基于LLM API（Claude/GPT）
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# JSON Mode结构化输出
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```
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### 单机版（隐私优先）
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```python
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# 基于spaCy + 医学模型
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# 100%本地运行
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```
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---
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## 🔗 相关文档
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- [通用能力层总览](../README.md)
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- [DC模块需求](../../03-业务模块/DC-数据清洗整理/README.md)
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---
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**最后更新：** 2025-11-06
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**维护人：** 技术架构师
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