Intelligent Data Extraction
Automatically Capture Structured Data from Unstructured Medical Records
From Unstructured Documents to Structured Intelligence
Medical data doesn’t come neatly packaged; it’s buried in handwritten notes, PDFs, scanned reports, and disparate formats. Intelligent data extraction, powered by DeepKnit AI, changes that.
Unlock Data from Documents
Medical records hold vital insights, but most are buried in unstructured formats. Manual entry is slow, costly, and prone to errors.
Automate with Intelligence
ReviewGenX uses advanced AI and OCR to capture and structure medical information with 99%+ accuracy, eliminating manual effort.
Extract What Matters Most
From diagnoses and procedures to lab results and timelines, ReviewGenX delivers clean, contextualized data that’s ready for review.
Powerful AI-powered Data Extraction Features
Intelligent Character Recognition (ICR)
AI-powered ICR technology with medical terminology recognition
- Advanced ICR for typed and handwritten text
- Processes scanned documents and images
- Detects comorbidities and medication patterns
- Handles poor quality or degraded documents
Medical Code Extraction
Automatic ICD-10, CPT, NDC, and custom medical code identification and categorization
- Automatic ICD-10 code identification
- CPT code capture and categorization
- Custom medical code recognition
- Links codes to corresponding treatments
Multi-format Support
Our advanced AI model is trained to process a variety of documents—simultaneously
- PDF documents (typed and scanned)
- Images (JPEG, PNG, TIFF)
- Word documents and text files
- EHR/EMR exports
Validation & Quality Control
Automatic validation with confidence scoring and human review queue for uncertain data
- Automatic data validation rules
- Confidence scoring for each extraction
- Flags uncertain or conflicting data
- Human review queue for low-confidence items
Three-step Automated Extraction Process
Document Processing
Upload medical records in any format with AI analysis, OCR processing, and image enhancement.
- Upload medical records in any format
- AI analyzes document structure and layout
- OCR processes text and handwriting
- Images enhanced for clarity
Intelligent Extraction
AI identifies and extracts key data points, recognizes terminology, validates codes, and organizes data.
- AI identifies and extracts key data points
- Medical terminology recognized and parsed
- Medical Codes matched and validated
- Data organized into structured fields
Validation & Output
- Confidence scores assigned to each field
- Validation rules applied
- Low-confidence items flagged for review
- Export to databases, spreadsheets, or systems
Data Extraction for Every Application
1
Legal Applications
- Extract case facts from medical records
- Populate plaintiff fact sheets automatically
- Build medical databases for mass torts
- Support expert witness analysis
- Prepare evidence exhibits
2
Insurance Applications
- Auto-populate claims forms
- Extract medical necessity criteria
- Identify pre-existing conditions
- Support utilization review decisions
- Enable fraud detection algorithms
3
Healthcare Applications
- Extract data for quality metrics
- Support peer review processes
- Populate patient registries
- Enable outcome tracking
- Support regulatory reporting
4
Research Applications
- Extract data for clinical studies
- Build research databases
- Support epidemiological analysis
- Enable longitudinal studies
- Power AI/ML model training
Performance Metrics
%
Reduction in Manual Data Entry
%
Extraction Accuracy Rate
Pages per Hour
%