Application and Evaluation of Ensemble Machine Learning Models for the Differential Diagnosis of Clinical and Hematological Syndromes in the Health Passport Software Package
Development, evaluation, and visualization of machine learning models for the differential diagnosis of anemia and its subtypes based on clinical blood test indicators using ensemble and neural network optimization techniques integrated into a health monitoring software environment.
Authors
- Indira Uvaliyeva (ORCID: https://orcid.org/0000-0002-2117-5390)
- Zhenisgul Rakhmetullina (ORCID: https://orcid.org/0000-0002-0554-7684)
- David Borozenets (ORCID: https://orcid.org/0009-0008-2017-5840)
Institutions
- D. Serikbayev East Kazakhstan State Technical University (KZ)
Publication Details
- Journal
- Engineered Science
- Published
- 2025-01-01
- DOI
- https://doi.org/10.30919/es1635
- Primary Topic
- Artificial Intelligence in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00