Peer-Reviewed
Publications
Pharma & Biotech
Filling the Gap in LogP and pKa Evaluation for Saturated Fluorine-Containing Derivatives With Machine Learning
Energy
Enhancing Solar Energy Production Forecasting Using Advanced Machine Learning and Deep Learning Techniques: A Comprehensive Study on the Impact of Meteorological Data
Healthcare
HbA1c and leukocyte mtDNA levels as major factors associated with post-COVID-19 syndrome in type 2 diabetes patients
Pharma & Biotech
Ensembling machine learning models to boost molecular affinity prediction
Healthcare
Association of the rs4646994 Polymorphism in the ACE1 Gene with the Severity of COVID-19 in Children from Ukraine
Energy
Rapid post-disaster infrastructure damage characterisation using remote sensing and deep learning technologies: A tiered approach
Healthcare
Multimodal Data Fusion for Depression Detection Approach
Energy
Innovative machine learning approaches for indoor air temperature forecasting in smart infrastructure
Healthcare
Responsible and explainable artificial intelligence in healthcare: Conclusion and future directions
Healthcare
Hybrid ensemble learning model to improve the performance and interpretability of medical diagnosis: Small data tasks
Healthcare
POST-COVID EFFECTS AND IMMUNOLOGICAL MARKERS OF AGING
Healthcare
Modified method for analysis of InDel ACE1 gene polymorphism using the temperature melting curves of PCR products
Energy
Fractal Neural Network Approach for Analyzing Satellite Images
Healthcare
The impact of war on people with type 2 diabetes in Ukraine: a survey study
Energy
Evaluation of Pothole Detection Performance Using Deep Learning Models Under Low-Light Conditions
Healthcare
Classification of Acoustic Tones and Cardiac Murmurs Based on Digital Signal Analysis Leveraging Machine Learning Methods
Healthcare
An approach toward improvement of ensemble method’s accuracy for biomedical data classification
Healthcare
Forced Displacement Situation Awareness with Large Language Models: Ukrainian Refugees in Poland Case Study
Healthcare
An interpretable ensemble structure with a non-iterative training algorithm to improve the predictive accuracy of healthcare data analysis
Energy
Enhanced Cascade Schemes for Advancing Machine Learning-Based Prediction of Heating and Cooling Loads in Residential Buildings
Healthcare
Pharma & Biotech
A novel hybrid supervised and unsupervised hierarchical ensemble for COVID-19 cases and mortality prediction
Healthcare
Genetic effects of variation at ADH1B-ADH1C locus on substance use disorders and physical health traits
Healthcare
Pharma & Biotech
Advancing molecular graphs with descriptors for the prediction of chemical reaction yields
Energy
Machine learning for predicting energy efficiency of buildings: a small data approach
Healthcare
Pharma & Biotech
The persistence of seroprotective levels of antibodies after vaccination with PreHevbrio, a 3-antigen hepatitis B vaccine
Pharma & Biotech
METHOD FOR REDUCTIVE PRUNING OF NEURAL NETWORKS AND ITS APPLICATIONS
Healthcare
A Two-Step Data Normalization Approach for Improving Classification Accuracy in the Medical Diagnosis Domain
Healthcare
Smart Web Service of Ti-Based Alloy’s Quality Evaluation for Medical Implants Manufacturing
Pharma & Biotech
Complex machine learning model needs complex testing: Examining predictability of molecular binding affinity by a graph neural network
Healthcare
An approach towards the response surface linearization via ANN-based cascade scheme for regression modeling in Healthcare
Healthcare
Pharma & Biotech
Toward efficient generation, correction, and properties control of unique drug‐like structures
Pharma & Biotech
The Additive Input-Doubling Method Based on the SVR with Nonlinear Kernels: Small Data Approach
Healthcare
Predictive modeling based on small data in clinical medicine: RBF-based additive input-doubling method
Pharma & Biotech
Telomere Length as a Marker of Biological Age: State-of-the-Art, Open Issues, and Future Perspectives
Pharma & Biotech
High throughput screening with machine learning
Healthcare
An approach towards missing data management using improved GRNN-SGTM ensemble method
Pharma & Biotech
Effect Of Thermomechanical Properties Of Alginate Gel On Viability Of Immobilized Bacteria Escherichia Coli After Cryopreservation
Healthcare
Big Data analysis in the development of a personalized medical system
Healthcare
Development of Mobile System for Medical Recommendations
Pharma & Biotech
Theoretical studies of capsular complexes of C2V-symmetrical resorcin[4]arene tetraesters with tetramethylammonium cation
Healthcare
Method of the Data Adequacy Determination of Personal Medical Profiles
Media
Development of System for Auto-Tagging Articles, Basedon Neural Network
Pharma & Biotech
Sugar-modified alginate effects on immobilized probiotics viability after low-temperature storage
Healthcare
Performance Evaluation and Comparison of Software for Face Recognition, Based on Dlib and Opencv Library
Healthcare
Pharma & Biotech
Body mass index is negatively associated with telomere length: a collaborative cross-sectional meta-analysis of 87 observational studies
Healthcare
Use of machine learning in the forecast of clinical consequences of cancer diseases
Pharma & Biotech
Leukocyte telomere length is inversely associated with post-load but not with fasting plasma glucose levels
Pharma & Biotech