Medical Data Mining TRIZ Cases
- Learning Model Predicts Catheter Treatment Time and Fee
A learning model processes patient data to predict catheter treatment time and fee, resolving resource allocation inefficiencies in PCI planning.
- Automatic Inference Rule Discovery in Medical Knowledge Bases
Algorithm learns operations on relation matrices to discover inference rules, eliminating manual labor costs while maintaining accuracy.
- Clinical Data Prioritization Engine for EHR Workflow
Prioritization engine extracts key data from static EHRs to reduce clinician search time.
- HLA-Typed Cytotoxic T-Cell Selection Algorithm
Algorithm calculates cell identification numbers using HLA matching and reactive frequencies to select suitable viral-specific cytotoxic T-cell lines.
- Surgical Image Annotation via Context-Aware Pixel-Level Processing
Context-aware image processing annotates surgical video frames at the pixel level to resolve the trade-off between situational awareness and processing time.
- Arrhythmia Detection Using Wavelet Decomposition and CNNs
Wavelet decomposition separates noise from electrocardiogram signals before a two-stage convolutional neural network classifies arrhythmia presence.
- ML-Based Patient Risk Prioritization for Non-Emergent Care
Machine learning models predict patient risk trajectories to prioritize non-emergent care, preventing health deterioration during resource shortages.
- Clinical Decision Support Using Waveform Pattern Matching
Comparator module matches patient physiological waveforms against stored databases using pattern recognition algorithms.
- Medical Data Display Range Adaptation
A medical data display system adapts its coordinate bounds using signal statistics and correction factors to render temporal variations.
- Medical Knowledge Database for Clinical Data Aggregation
A medical knowledge database aggregates clinical experiences from healthcare providers to enable sequence alignments and predict treatment progressions.
- EMR Data Entry Monitoring System for Error Reduction
A monitoring system estimates and compares EMR data entry volumes to assign reliability measures.
- Medical Study Instrument Index Search Engine
A search engine system maintains a medical study instrument index organized by procedure type for efficient data extraction and storage.
- Heart Lung Machine Perfusion Monitoring Control System
Integrated heart lung machine system monitors perfusion parameters in real time.
- Machine Learning Model for Resident Recovery Prediction
A trained machine learning model generates predicted recovery scores from resident attributes to select optimized treatment plans.