HaHafeng
88cc049fb3
- Implement 5 core API endpoints (create task, get progress, get results, update decision, export Excel) - Add FulltextScreeningController with Zod validation (652 lines) - Implement ExcelExporter service with 4-sheet report generation (352 lines) - Register routes under /api/v1/asl/fulltext-screening - Create 31 REST Client test cases - Add automated integration test script - Fix PDF extraction fallback mechanism in LLM12FieldsService - Update API design documentation to v3.0 - Update development plan to v1.2 - Create Day 5 development record - Clean up temporary test files
95 lines
1.1 KiB
Markdown
95 lines
1.1 KiB
Markdown
# 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 API（Claude/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
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|