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AIclinicalresearch/docs/03-业务模块/SSA-智能统计分析/README.md
HaHafeng 3634933ece refactor(asl): ASL frontend architecture refactoring with left navigation
- feat: Create ASLLayout component with 7-module left navigation
- feat: Implement Title Screening Settings page with optimized PICOS layout
- feat: Add placeholder pages for Workbench and Results
- fix: Fix nested routing structure for React Router v6
- fix: Resolve Spin component warning in MainLayout
- fix: Add QueryClientProvider to App.tsx
- style: Optimize PICOS form layout (P+I left, C+O+S right)
- style: Align Inclusion/Exclusion criteria side-by-side
- docs: Add architecture refactoring and routing fix reports

Ref: Week 2 Frontend Development
Scope: ASL module MVP - Title Abstract Screening
2025-11-18 21:51:51 +08:00

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# 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