HaHafeng
e52020409c
- System architecture and design documentation - Business module docs (ASL/AIA/PKB/RVW/DC/SSA/ST) - ASL module complete design (quality assurance, tech selection) - Platform layer and common capabilities docs - Development standards and API specifications - Deployment and operations guides - Project management and milestone tracking - Architecture implementation reports - Documentation templates and guides
85 lines
1.3 KiB
Markdown
85 lines
1.3 KiB
Markdown
# SSA - 智能统计分析
|
||
|
||
> **模块代号：** SSA (Smart Statistical Analysis)
|
||
> **开发状态：** ⏳ 规划中
|
||
> **商业价值：** ⭐⭐⭐⭐⭐ 刚需
|
||
> **独立性：** ⭐⭐⭐⭐
|
||
> **优先级：** P2
|
||
|
||
---
|
||
|
||
## 📋 模块概述
|
||
|
||
智能统计分析模块提供3条核心分析路径，实现从数据上传到报告导出的完整流程。
|
||
|
||
---
|
||
|
||
## 🎯 核心功能（3条路径）
|
||
|
||
### 1. 队列研究分析
|
||
- 基线特征分析
|
||
- 生存分析（Kaplan-Meier）
|
||
- Cox回归
|
||
|
||
### 2. 预测模型构建
|
||
- 变量筛选
|
||
- 模型构建（Logistic回归、随机森林）
|
||
- 模型验证（ROC曲线）
|
||
|
||
### 3. RCT研究分析
|
||
- 随机化检查
|
||
- 疗效分析
|
||
- 亚组分析
|
||
|
||
---
|
||
|
||
## 📂 文档结构
|
||
|
||
```
|
||
SSA-智能统计分析/
|
||
├── [AI对接] SSA快速上下文.md # ⏳ 待创建
|
||
├── 00-项目概述/
|
||
│ └── 01-产品需求文档(PRD).md # ⏳ 待创建
|
||
└── README.md # ✅ 当前文档
|
||
```
|
||
|
||
---
|
||
|
||
## 🔗 依赖的通用能力
|
||
|
||
- **文档处理引擎** - 数据导入
|
||
- **ETL引擎** - 数据预处理
|
||
|
||
---
|
||
|
||
## 🏗️ 技术栈
|
||
|
||
- **R语言** - 统计分析核心
|
||
- **Plumber** - R暴露为API
|
||
- **Node.js** - 粘合层
|
||
|
||
---
|
||
|
||
## 🎯 商业模式
|
||
|
||
**与ST模块协同售卖**
|
||
|
||
---
|
||
|
||
**最后更新：** 2025-11-06
|
||
**维护人：** 技术架构师
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|