Skip to content

MedTWIN Documentation

Transform clinical spreadsheets into publication-ready research—with full provenance tracking, verified statistics, and AI-assisted writing.

What MedTWIN Does

MedTWIN automates the tedious parts of clinical research while keeping you in control:

┌─────────────┐    ┌─────────────┐    ┌─────────────┐    ┌─────────────┐
│   Upload    │───▶│    Map      │───▶│   Analyze   │───▶│   Publish   │
│ Spreadsheet │    │   Columns   │    │    Data     │    │    Paper    │
└─────────────┘    └─────────────┘    └─────────────┘    └─────────────┘
     Excel/CSV      AI suggestions     Regression,        Word, PDF,
                    + validation       survival, etc.     LaTeX export

The Problem We Solve

Traditional Workflow With MedTWIN
Hours manually cleaning Excel columns AI maps columns in seconds
Copy-paste statistics into Word Statistics auto-update when data changes
"Where did this p-value come from?" Click any stat → see source data + code
Weeks to generate tables Tables generated instantly from analysis
Manual citation formatting Smart citations with relevance scoring

Core Features

1. Intelligent Data Mapping

Upload messy spreadsheets. MedTWIN's AI suggests how to map columns to standardized variables:

  • Auto-detection: Patient IDs, dates, lab values, medications
  • Confidence scores: High (green), Medium (yellow), Low (red)
  • Validation: Required fields, data type checks, range validation
  • Multi-sheet support: Excel workbooks with relationships

2. Deterministic Statistical Analysis

Every analysis is reproducible. Same input = same output. Always.

Analysis Type Use Case
Logistic Regression Binary outcomes (mortality, readmission)
Cox Regression Time-to-event (survival analysis)
Linear Regression Continuous outcomes
Descriptive Statistics Baseline characteristics tables

3. Traceable Paper Generation

Generate manuscript sections that link every claim to its source:

  • Abstract: Auto-summarized from your results
  • Methods: Statistical methods with proper citations
  • Results: Tables and figures with inline statistics
  • Discussion: AI-drafted interpretations

Click any statistic → see the exact data and computation that produced it.

4. Patient Intelligence

For patient-level analysis:

  • Patient Profiles: Timeline, labs, imaging, treatments
  • Cohort Matching: Find similar patients
  • Digital Twin: "What if" simulations
  • Anomaly Detection: Flag medication conflicts, lab outliers

5. Literature Integration

  • Search: PubMed, CrossRef integration
  • Import: DOI, BibTeX, PMID
  • Relevance Scoring: AI ranks papers by relevance to your research
  • Smart Citations: Suggestions while you write

Compliance & Security

Standard Status
HIPAA Compliant (BAA available)
21 CFR Part 11 Audit trail compliant
SOC 2 Type II In progress
Encryption AES-256 at rest, TLS 1.3 in transit

Every action is logged. Full audit trail exportable for regulatory submission.

:material-book-open-variant: User Guides Step-by-step tutorials for every feature

:material-api: API Reference REST API for programmatic access

:material-shield-check: Security & HIPAA Compliance documentation

:material-help-circle: FAQ Common questions answered

Get Help