Zhanel Baigarayeva
Publications44
- 622025
Digital Cardiovascular Twins, AI Agents, and Sensor Data: A Narrative Review from System Architecture to Proactive Heart Health
Review · Sensors Q1 · with Bibars Amangeldy, Nurdaulet Tasmurzayev · PDF
- 452025
AI-Powered Building Ecosystems: A Narrative Mapping Review on the Integration of Digital Twins and LLMs for Proactive Comfort, IEQ, and Energy Management
Review · Sensors Q1 · with Bibars Amangeldy, Nurdaulet Tasmurzayev · PDF
- 232025
A Review of Innovative Medical Rehabilitation Systems with Scalable AI-Assisted Platforms for Sensor-Based Recovery Monitoring
Article · Applied Sciences · with Assiya Boltaboyeva · PDF
- 172025
A Low-Cost IoT Sensor and Preliminary Machine-Learning Feasibility Study for Monitoring In-Cabin Air Quality: A Pilot Case from Almaty
Article · Sensors Q1 · with Bibars Amangeldy, Nurdaulet Tasmurzayev · PDF
- 142022
Improvement of HVAC System Using the Intelligent Control System
Talk · IEEE International Energy Conference · with Nurdaulet Tasmurzayev, Bibars Amangeldy
- 82025
Interpretable Machine Learning for Coronary Artery Disease Risk Stratification: A SHAP-Based Analysis
Article · Algorithms · with Nurdaulet Tasmurzayev, Bibars Amangeldy · PDF
- 52024
Smart sensors and IoT applied in Digital Twin for Industry 4.0
Talk · International Symposium on Sensing and Instrumentation in 5G and IoT Era · with Assiya Boltaboyeva, Baurzhan Belgibaev
- 42024
Multi-Level Intelligent Control System For Inter-Vehicle Communication Between Smart Traffic Lights With Computer Vision and Autonomous Electric Vehicles
Talk · International Symposium on Sensing and Instrumentation in 5G and IoT Era · with Baurzhan Belgibaev, Assiya Boltaboyeva
- 42024
AI-Powered Traffic Management for Busy Intersections
Talk · International Asian School-Seminar Optimization Problems of Complex Systems · with Baurzhan Belgibaev
- 32026
Explainable Machine Learning for Volatile Fatty Acid Soft-Sensing in Anaerobic Digestion: A Pilot Feasibility Study
Article · Algorithms · with Assiya Boltaboyeva, Nurdaulet Tasmurzayev, Bibars Amangeldy · PDF
- 22026
Benchmarking Tabular Foundation Models for Total Volatile Fatty Acid Prediction in Anaerobic Digestion
Article · Algorithms · with Assiya Boltaboyeva, Nurdaulet Tasmurzayev, Bibars Amangeldy · Open access
- 22025
Enhancing Cardiovascular Disease Classification with Routine Blood Tests Using an Explainable AI Approach
Article · Algorithms · with Assiya Boltaboyeva, Nurdaulet Tasmurzayev, Bibars Amangeldy · Open access
- 22025
Assessment of the Impact of Air Quality on Rehabilitation Effectiveness Using an IoMT-Based HRV Monitoring System
Talk · Interdisciplinary Conference on Electrics and Computer · with Assiya Boltaboyeva
- 22024
Prototype of a watering autonomous mobile robot for mini greenhouse with manipulator and computer vision
Talk · BIO Web of Conferences · with Baurzhan Belgibaev · PDF
- 12026
Comparative Development of Machine Learning Models for Short-Term Indoor CO2 Forecasting Using Low-Cost IoT Sensors: A Case Study in a University Smart Laboratory
Article · Algorithms · with Assiya Boltaboyeva, Adilet Kakharov · PDF
- 12026
Architecting the Orthopedical Clinical AI Pipeline: A Review of Integrating Foundation Models and FHIR for Agentic Clinical Assistants and Digital Twins
Article · Algorithms · with Assiya Boltaboyeva, Nurdaulet Tasmurzayev, Bibars Amangeldy · Open access
- 12025
Machine learning-based classification of local muscle fatigue using electromyography signals for enhanced rehabilitation outcomes
Article · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · with Assiya Boltaboyeva · PDF
- 12025
Wearable sensor-based analysis of heart rate variability as a biomarker for ischemic heart disease
Article · International Journal of Innovative Research and Scientific Studies · with Bibars Amangeldy, Nurdaulet Tasmurzayev · PDF
- 12024
AN INTELLIGENT CLIMATE MONITORING AND MANAGEMENT SYSTEM FOR CLEAN ROOMS BASED ON IOT AND SCADA
Article · Bulletin of Shakarim University Technical Sciences · with Assiya Boltaboyeva · PDF
- 12023
The Classification System of Vehicles on Road Structures Using Artificial Intelligence
Talk · IEEE International Conference on Smart Information Systems and Technologies · with Bibars Amangeldy, Nurdaulet Tasmurzayev
- —2026
Predicting Adverse ICU Outcomes from Admission-Time Frailty and Nocturnal Sleep Fragmentation Using Explainable AI
Article · Journal of Clinical Medicine Q1 · with Bibars Amangeldy, Assiya Boltaboyeva, Nurdaulet Tasmurzayev · Open access
- —2026
Frailty-Driven Prediction of Inpatient Obstructive Sleep Apnea and Related Sleep Disorder Diagnoses Using Explainable AI
Article · Biomedicines Q1 · with Assiya Boltaboyeva, Bibars Amangeldy, Nurdaulet Tasmurzayev, Adilet Kakharov · Open access
- —2026
A Benchmarking Study of Classical and Quantum Machine Learning Approaches for Blood–Brain Barrier Permeability Prediction
Talk · IEEE International Conference on Smart Information Systems and Technologies · with Bibars Amangeldy
- —2026
Machine Learning-Based Prediction of Psychological Frailty Index in Adults using Sleep, Behavioral, and Clinical Biomarkers
Talk · IEEE International Conference on Smart Information Systems and Technologies · with Bibars Amangeldy