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DSML.KZ
Researchers
AB

Assiya Boltaboyeva

@assiya
OpenAlex
publications
34
citations
42
h-index
3
Publications per year
1
0
6
11
16
20222026

Publications34

  1. A Review of Innovative Medical Rehabilitation Systems with Scalable AI-Assisted Platforms for Sensor-Based Recovery Monitoring

    Article · Applied Sciences · PDF

    162025

  2. Smart sensors and IoT applied in Digital Twin for Industry 4.0

    Talk · International Symposium on Sensing and Instrumentation in 5G and IoT Era

    52024

  3. 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

    42024

  4. Explainable Machine Learning for Volatile Fatty Acid Soft-Sensing in Anaerobic Digestion: A Pilot Feasibility Study

    Article · Algorithms · with Nurdaulet Tasmurzayev, Bibars Amangeldy · PDF

    32026

  5. Benchmarking Tabular Foundation Models for Total Volatile Fatty Acid Prediction in Anaerobic Digestion

    Article · Algorithms · with Nurdaulet Tasmurzayev, Bibars Amangeldy · Open access

    22026

  6. Enhancing Cardiovascular Disease Classification with Routine Blood Tests Using an Explainable AI Approach

    Article · Algorithms · with Nurdaulet Tasmurzayev, Bibars Amangeldy · Open access

    22025

  7. Explainable AI for Coronary Artery Disease Stratification Using Routine Clinical Data

    Article · Algorithms · with Nurdaulet Tasmurzayev · PDF

    22025

  8. Assessment of the Impact of Air Quality on Rehabilitation Effectiveness Using an IoMT-Based HRV Monitoring System

    Talk · Interdisciplinary Conference on Electrics and Computer

    22025

  9. Intelligent Microclimate Control System Using PLC and SCADA

    Talk · International Conference on Computer Science and Engineering

    22022

  10. 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 · PDF

    12026

  11. 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 · PDF

    12025

  12. AN INTELLIGENT CLIMATE MONITORING AND MANAGEMENT SYSTEM FOR CLEAN ROOMS BASED ON IOT AND SCADA

    Article · Bulletin of Shakarim University Technical Sciences · PDF

    12024

  13. Analyzing the Application of Digital Twin Technology in Manufacturing Processes

    Talk · IEEE International Conference on Intelligent Systems · with Bibars Amangeldy, Nurdaulet Tasmurzayev

    12024

  14. Predicting Adverse ICU Outcomes from Admission-Time Frailty and Nocturnal Sleep Fragmentation Using Explainable AI

    Article · Journal of Clinical Medicine · with Bibars Amangeldy, Nurdaulet Tasmurzayev · Open access

    —2026

  15. Frailty-Driven Prediction of Inpatient Obstructive Sleep Apnea and Related Sleep Disorder Diagnoses Using Explainable AI

    Article · Biomedicines · with Bibars Amangeldy, Nurdaulet Tasmurzayev · Open access

    —2026

  16. Benchmarking Tabular Foundation Models and AutoML Systems in Cardiovascular Disease Prediction

    Talk · IEEE International Conference on Smart Information Systems and Technologies

    —2026

  17. Causal AI Framework for Treatment Effect Estimation in Cardiovascular Disease Risk Analysis

    Talk · IEEE International Conference on Smart Information Systems and Technologies · with Nurdaulet Tasmurzayev

    —2026

  18. Hybrid Quantum-Classical Neural Network Framework for Sleep Efficiency Classification

    Talk · IEEE International Conference on Smart Information Systems and Technologies · with Nurdaulet Tasmurzayev

    —2026

  19. Cross-Lingual Adaptation of Medical LLM Models for Orthopedic Contexts: Comparative Results on Kazakhstani Clinical Data and the KazMMLU Benchmark

    Article · Traumatology and Orthopаedics of Kazakhstan · Open access

    —2026

  20. Architecting the Orthopedical Clinical AI Pipeline: A Review of Integrating Foundation Models and FHIR for Agentic Clinical Assistants and Digital Twins

    Article · Algorithms · with Nurdaulet Tasmurzayev, Bibars Amangeldy · Open access

    —2026

  21. COMPARATIVE ANALYSIS OF MACHINE LEARNING METHODS FOR PREDICTING CORONARY HEART DISEASE: EVIDENCE FROM THE UCI HEART DISEASE DATASET

    Article · Bulletin of Shakarim University Technical Sciences · PDF

    —2026

  22. PHOTOPLETHYSMOGRAPHY-BASED HEART RATE VARIABILITY ANALYSIS USING MACHINE LEARNING METHODS FOR NON-INVASIVE SCREENING OF CORONARY ARTERY DISEASE WITH THE ZHUREK IOT DEVICE

    Article · Bulletin of Shakarim University Technical Sciences · PDF

    —2026

  23. Non-Imaging Differential Diagnosis of Lower Limb Osteoarthritis: An Interpretable Machine Learning Framework

    Article · Algorithms · with Nurdaulet Tasmurzayev, Bibars Amangeldy · PDF

    —2026

  24. Cognitive Resilience to Thermal Stress Insafety-Critical Cleanroom Task

    Talk · Procedia Computer Science · Open access

    —2026