ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
MMG EXAMPLE:
FIRST OPINION
CLINICAL DECISION SUPPORT SYSTEM (CDSS)
Diagnosis at AI speed
An intelligent clinical decision support system that includes AI modules for mammography, lung CT, orthopedics, and ECG, providing rapid detection and classification of pathologies with automatic report generation


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MDSS: MMG AI
Quick and Accurate Diagnostics:
Detects and classifies pathologies in under 60 seconds
Key Features:
Density Classification: ACR standards (A, B, C, D)
Detection & Segmentation: Tumors, calcifications, lymph nodes, skin thickening
BIRADS Classification: Standardized reporting
Pathology Parameters:
Localization: Left/right breast, quadrant
Size: Width, height
Group Analysis: Number and area of elements

Technology:
Combines classical computer vision with deep neural networks for precise classification and segmentation
MMG EXAMPLE:
FIRST OPINION
Important Note:
Visualization masks and parameter descriptions are included in the native series
No additional series generated
Protocols ready for export to HIS and RIS
CHEST (LUNG) CT AI
MDSS: CHEST AI
Rapid and Accurate Pathology Detection:
Advanced AI-based segmentation and classification

Key Features:
Segmentation: Tumors, pneumonia (including COVID-19), ground-glass opacities, consolidations, nodules, emphysema
Measured Parameters:
Lung volume
Pathology localization
Pathology volume

Technology:
Utilizes deep convolutional neural networks for precise classification and segmentation
CHEST AI EXAMPLE:
FIRST OPINION – CT LUNG
Important Note:
Visualization masks and parameter descriptions are included in the native series
No additional series generated
Protocols ready for export to HIS and RIS
ORTHOPEDICS AI
ORTHOPEDICS AND ARTHROPLASTY
Comprehensive Multimodal Image Viewer:
Seamless integration with electronic endoprosthesis template libraries

Advanced Tools for Orthopedic Planning:
Qualitative and quantitative analysis with X-ray morphometric measurements
Automated planning and selection of endoprosthesis components
Generation of specialized reports detailing planning results
Extensive database of electronic endoprosthesis templates
Utilization of templates for precise preoperative arthroplasty planning
ECG AI
ECG AI: COMPREHENSIVE CARDIAC ANALYSIS
Key Features:
Automated PQRST complex analysis and measurements
Arrhythmia detection, localization, and classification
Cardiac conduction disorder analysis
Heart hypertrophy detection and localization
Unique QRS and PQRST complex identification and interpretation
Advanced Measurements:
Cardiac cycle length and heart rate
Electrical axis and heart position
Blockade detection, localization, and classification
Precision Diagnostics:
Hypertrophied department localization (atria, ventricles)
Comprehensive pathology detection and analysis
ECG AI: ECG ANALYSIS STRUCTURE
Comprehensive morphological analysis of cardiac cycles in automatic mode
Automatic detection and localization of ECG syndromes across various pathologies
Ability to comprehensively review all retrospective studies for a given patient, including other modalities
Adapted, formalized report generation is implemented
The module easily integrates into workflows across different usage scenarios.
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