MedPattern Analyst

ML-Powered Medical Data Analysis

Unlock Medical Data Insights

Transform your medical documents into actionable insights with AI-powered analysis. Upload PDF files, run custom ML-trained clinical-grade AI research, discover patterns, and download comprehensive pattern reports, and more.

Powerful Features

Everything you need for comprehensive medical data analysis

Multi-Patient AI

Detect patterns across multiple patients. Our ML algorithms identify Critical Lung Risk, Cognitive Variance, Deconditioned Groups, and more—with built-in explanations.

Intelligent PDF Support

Automatically extracts structured data from complex PDFs. Handles health reports, lab results, biomarker analysis, and more with intelligent text extraction.

Advanced Visualization

Beautiful dark-themed charts showing PulmoAge deltas, cognitive variance, visceral fat levels, and bio-age gaps across patients with color-coded risk indicators.

Statistical Analysis

Comprehensive statistical insights including descriptive stats, correlations, K-means clustering, DBSCAN, and Isolation Forest anomaly detection.

Real-Time Streaming

Fast processing with real-time feedback. ML analysis completes in under 2 minutes with progress indicators for each processing step.

Privacy First

Session-based isolation with 24-hour automatic expiration. All data is encrypted, isolated per session, and includes comprehensive audit logging.

AI Chat Assistant

Ask questions about your uploaded reports through conversational AI. Get contextual answers based on your session's detected patterns and analysis results.

Export PDF Reports

Download professional reports with pattern summaries, embedded chart visualizations, patient metrics tables, key takeaways, and confidential watermarks.

Pattern Cards Display

View detected patterns in a dark-themed card interface with highlighted "Key Takeaway" sections. Download generated PDF reports for offline review.

How It Works

Simple 3-step process to unlock insights from your medical data

Upload Files

Drag and drop your medical PDF files. Supports health reports, lab results, biomarker analysis (max 10MB each, up to 10 files).

Run ML Analysis

Click "Run ML Analysis" and the system automatically detects if you uploaded 2+ health reports and runs cross-patient pattern detection, or performs statistical ML analysis for single patients.

Export Results

Download comprehensive PDF reports with dark-themed visualizations, pattern analysis, study references, and "Key Take Away" sections.

Analysis Patterns by Dataset Type

Comprehensive analysis capabilities for different types of medical data

Structured Data

Tables, spreadsheets, patient databases

Distribution Analysis

○Histograms for age, BMI, lab values distribution

○Density plots for continuous variables

○Frequency tables for categorical data (diagnoses, treatment)

Correlation & Relationships

○Correlation heatmaps between numeric variables

○Scatter plots for bivariate relationships

○Regression analysis for predictive modeling

Group Comparisons

○Box plots comparing outcomes across treatment groups

○Violin plots for detailed distribution comparison

○T-tests, ANOVA, chi-square for statistical significance

Pattern Detection

○Outlier detection using IQR and Z-score methods

○Time series analysis for trends over time

○Missing value analysis and imputation strategies

Unstructured Text

Clinical notes, reports, research papers

Text Mining

○Word frequency analysis across documents

○Word clouds for visual term representation

○Keyword extraction and ranking by importance

Named Entity Recognition

○Extract medication names and dosages

○Identify symptoms, diagnoses, and procedures

○Extract patient demographics from notes

Theme & Topic Analysis

○Topic modeling to discover main themes

○Sentiment analysis for patient feedback

○Theme identification across clinical notes

Cross-Document Analysis

○Compare terminology across multiple documents

○Identify consistent patterns in notes

○Document similarity and clustering analysis

Medical Disclaimer

MedPattern Analyst is intended for statistical analysis and informational purposes only. It is NOT intended to provide medical advice, diagnosis, or treatment recommendations. Always consult with qualified healthcare professionals before making any medical decisions. The patterns and insights generated by this tool should be validated by licensed medical practitioners.

Ready to Unlock Your Medical Data?

Start analyzing your health reports in minutes