Medical Data Mining TRIZ Cases
- Hemodynamic Monitor Using Pressure Waveforms for Ejection Fraction Screening
Pressure waveforms enable rapid ejection fraction screening without imaging equipment.
- IMU-Based Heart Health Detection With Device-Specific Calibration
Six-dimensional IMU signals use device mass and moment of inertia to improve heart-state detection without center-of-mass placement.
- AI Meal Plan Generation with Nutritional Vector Substitution
AI-driven meal plans match nutritional needs and preferences through targeted food substitution.
- Modifiable Sonification for Emergency Oxygen Saturation Thresholds
This case uses logarithmic pitch mapping and distinct audio fonts to signal oxygen saturation thresholds during emergency treatment.
- Myocardial Infarction Detection With Composite Biomarker Panels
PCR and LAMP measure 15 biomarkers from biological samples to generate a composite value for earlier MI differentiation.
- Infant Eye Tracking for Early Developmental Risk Detection
Repeated eye tracking sessions compare infant visual fixation with norms to assess developmental risk and treatment progress.
- Cognitive Assessment Device Using Noise-Adaptive Speech Analysis
A mobile and wearable assessment approach filters noise and amplifies soft speech for accurate daily-life cognitive screening.
- Machine Learning Step Counting for Abnormal Gait
Arm and leg swing analysis helps compensate for false steps and gait abnormalities in users with physical disabilities.
- Clinical Decision Support Clustering for Confidence-Based Criteria Detection
Automated clustering groups clinical decision support outputs and assigns confidence scores, helping clinicians interpret criteria reliably.