Zhanel Baigarayeva

According to our database, Zhanel Baigarayeva authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

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

Assiya Boltaboyeva, Zhanel Baigarayeva, Baglan Imanbek, Bibars Amangeldy, Nurdaulet Tasmurzayev, Kassymbek Ozhikenov, Zhadyra Alimbayeva, Chingiz Alimbayev, Nurgul Karymsakova

Algorithms, 2026

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

Bibars Amangeldy, Zhanel Baigarayeva, Nurdaulet Tasmurzayev, Assiya Boltaboyeva, Baglan Imanbek, Marlen Maulenbekov, Sarsenbek Zhussupbekov, Waldemar Wójcik, Mergul Kozhamberdieva, Akzhan Konysbekova

Algorithms, 2026

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

Bibars Amangeldy, Assiya Boltaboyeva, Nurdaulet Tasmurzayev, Zhanel Baigarayeva, Baglan Imanbek, Aliya Jemal Getahun, Dinara Turmakhanbet, Moldir Kuatova, Waldemar Wójcik

Algorithms, 2026

2025

Interpretable Machine Learning for Coronary Artery Disease Risk Stratification: A SHAP-Based Analysis.

Nurdaulet Tasmurzayev, Zhanel Baigarayeva, Bibars Amangeldy, Baglan Imanbek, Shugyla Kurmanbek, Gulmira Dikhanbayeva, Gulshat Amirkhanova

Algorithms, 2025

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

Nurdaulet Tasmurzayev, Bibars Amangeldy, Zhanel Baigarayeva, Assiya Boltaboyeva, Baglan Imanbek, Naoya Maeda-Nishino, Sarsenbek Zhussupbekov, Aliya Baidauletova

Algorithms, 2025

Interpretable Machine Learning-Based Differential Diagnosis of Hip and Knee Osteoarthritis Using Routine Preoperative Clinical and Laboratory Data.

Zhanel Baigarayeva, Baglan Imanbek, Assiya Boltaboyeva, Bibars Amangeldy, Nurdaulet Tasmurzayev, Kassymbek Ozhikenov, Daulet Baimbetov, Roza Beisembekova, Naoya Maeda-Nishino

Algorithms, 2025

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

Zhanel Baigarayeva, Assiya Boltaboyeva, Baglan Imanbek, Bibars Amangeldy, Nurdaulet Tasmurzayev, Kassymbek Ozhikenov, Assylbek Ozhiken, Zhadyra Alimbayeva, Naoya Maeda-Nishino

Algorithms, 2025

2024

M2M Interface for IoT Traffic Light with Computer Vision and AnyLogic PLE.

Madina Mansurova, Baurzhan Belgibayev, Sanzhar Abdrakhim, Assiya Boltaboyeva, Zhanel Baigarayeva, Talshyn Sarsembayeva

Proceedings of the Advances in Computational Collective Intelligence, 2024

2022

Intelligent Thermal Accumulator Operation Control System based on Renewable Energy Sources.

N. M. Tasmurzayev, B. S. Amangeldy, Y. S. Nurakhov, D. Zh. Akhmed-Zaki, Zhanel Baigarayeva

Proceedings of the 19th International Conference on Informatics in Control, 2022