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Author

Zhanel Baigarayeva

Observed names: Z. Baigarayeva, Zh. E. Baigarayeva, Жанель Ермашкызы Байгараева, Жанель Ермашқызы Байғараева
ORCID: 0000-0003-1919-3570
Observed ORCID: 0000-0003-1919-3570
OpenAlex ID: A5040702274
Digital Cardiovascular Twins, AI Agents, and Sensor Data: A Narrative Review from System Architecture to Proactive Heart Health
2025 · Nurdaulet Tasmurzayev, Bibars Amangeldy, et al. · Sensors · 55
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AI-Powered Building Ecosystems: A Narrative Mapping Review on the Integration of Digital Twins and LLMs for Proactive Comfort, IEQ, and Energy Management
2025 · Bibars Amangeldy, Nurdaulet Tasmurzayev, et al. · Sensors · 35
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A Review of Innovative Medical Rehabilitation Systems with Scalable AI-Assisted Platforms for Sensor-Based Recovery Monitoring
2025 · Assiya Boltaboyeva, Zhanel Baigarayeva, et al. · Applied Sciences · 16
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A Low-Cost IoT Sensor and Preliminary Machine-Learning Feasibility Study for Monitoring In-Cabin Air Quality: A Pilot Case from Almaty
2025 · Nurdaulet Tasmurzayev, Bibars Amangeldy, et al. · Sensors · 13
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Improvement of HVAC System Using the Intelligent Control System
2022 · Nurdaulet Tasmurzayev, Bibars Amangeldy, et al. · IEEE International Energy Conference (ENERGYCON) · 11
Interpretable Machine Learning for Coronary Artery Disease Risk Stratification: A SHAP-Based Analysis
2025 · Nurdaulet Tasmurzayev, Zhanel Baigarayeva, et al. · Algorithms · 7
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Smart sensors and IoT applied in Digital Twin for Industry 4.0
2024 · Assiya Boltaboyeva, Zhanel Baigarayeva, et al. · International Symposium on Sensing and Instrumentation in 5G and IoT Era (ISSI) · 5
Multi-Level Intelligent Control System For Inter-Vehicle Communication Between Smart Traffic Lights With Computer Vision and Autonomous Electric Vehicles
2024 · Madina Mansurova, Baurzhan Belgibayev, et al. · International Symposium on Sensing and Instrumentation in 5G and IoT Era (ISSI) · 4
AI-Powered Traffic Management for Busy Intersections
2024 · Didar Moldakhmetov, Madina Mansurova, et al. · International Asian School-Seminar Optimization Problems of Complex Systems (OPCS) · 4
Explainable Machine Learning for Volatile Fatty Acid Soft-Sensing in Anaerobic Digestion: A Pilot Feasibility Study
2026 · Bibars Amangeldy, Assiya Boltaboyeva, et al. · Algorithms · 3
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Enhancing Cardiovascular Disease Classification with Routine Blood Tests Using an Explainable AI Approach
2025 · Nurdaulet Tasmurzayev, Bibars Amangeldy, et al. · Algorithms · 2
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Assessment of the Impact of Air Quality on Rehabilitation Effectiveness Using an IoMT-Based HRV Monitoring System
2025 · Zhanel Baigarayeva, Baglan Imanbek, et al. · Interdisciplinary Conference on Electrics and Computer (INTCEC) · 2
Prototype of a watering autonomous mobile robot for mini greenhouse with manipulator and computer vision
2024 · Madina Mansurova, Baurzhan Belgibaev, et al. · BIO Web of Conferences · 2
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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
2026 · Zhanel Baigarayeva, Assiya Boltaboyeva, et al. · Algorithms · 1
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Benchmarking Tabular Foundation Models for Total Volatile Fatty Acid Prediction in Anaerobic Digestion
2026 · Bibars Amangeldy, Zhanel Baigarayeva, et al. · Algorithms · 1
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Machine learning-based classification of local muscle fatigue using electromyography signals for enhanced rehabilitation outcomes
2025 · Zhanel Baigarayeva, Assiya Boltaboyeva, et al. · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 1
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An Intelligent Climate Monitoring and Management System for Clean Rooms Based on Iot and Scada
2024 · B. T. Imanbek, Zh. E. Baigarayeva, et al. · Bulletin of Shakarim University Technical Sciences · 1
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The Classification System of Vehicles on Road Structures Using Artificial Intelligence
2023 · Boris Resnik, Madina Mansurova, et al. · IEEE International Conference on Smart Information Systems and Technologies (SIST) · 1
Predicting Adverse ICU Outcomes from Admission-Time Frailty and Nocturnal Sleep Fragmentation Using Explainable AI
2026 · Bibars Amangeldy, Assiya Boltaboyeva, et al. · Journal of Clinical Medicine
Frailty-Driven Prediction of Inpatient Obstructive Sleep Apnea and Related Sleep Disorder Diagnoses Using Explainable AI
2026 · Assiya Boltaboyeva, Bibars Amangeldy, et al. · Biomedicines
Machine Learning-Based Prediction of Psychological Frailty Index in Adults using Sleep, Behavioral, and Clinical Biomarkers
2026 · Aliya Jemal Getahun, Alnur Kengesbay, et al. · IEEE International Conference on Smart Information Systems and Technologies (SIST)
A Benchmarking Study of Classical and Quantum Machine Learning Approaches for Blood–Brain Barrier Permeability Prediction
2026 · Aliya Jemal Getahun, Alnur Kengesbay, et al. · IEEE International Conference on Smart Information Systems and Technologies (SIST)
Quantifying Epigenetic Drift using an Explainable Transformer-Based Foundation Model for DNA Methylation Age Estimation
2026 · Aliya Jemal Getahun, Alnur Kengesbay, et al. · IEEE International Conference on Smart Information Systems and Technologies (SIST)
Cross-Lingual Adaptation of Medical LLM Models for Orthopedic Contexts: Comparative Results on Kazakhstani Clinical Data and the KazMMLU Benchmark
2026 · Zhanel Baigarayeva, Assiya Boltaboyeva, et al. · Traumatology and Orthopаedics of Kazakhstan
Architecting the Orthopedical Clinical AI Pipeline: A Review of Integrating Foundation Models and FHIR for Agentic Clinical Assistants and Digital Twins
2026 · Assiya Boltaboyeva, Zhanel Baigarayeva, et al. · Algorithms
Works count: 44
Citation count: 164
H-index: 6
I10-index: 5
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