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Yelena Yesha

University of Miami · US
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Area of research
Computer Networks and Communications · Information Systems
Research interest
Research interests include Service-Oriented Architecture and Web Services, Distributed systems and fault tolerance, Advanced Database Systems and Queries, and Advanced Data Storage Technologies.
h-index
33
citations
4,548
works
296
NIH funding
primary concept
email

Recent publications

Machine learning approach for the flexural strength of <scp>3D</scp>‐printed fiber‐reinforced concrete based on the meta‐heuristic algorithm
Structural Concrete 2025cited by 5position: middledoi
Evaluation of factors underlying differences in venous thromboembolism rates between Black and White patients
Journal of Vascular Surgery Venous and Lymphatic Disorders 2025cited by 2position: middledoi
Data-driven PSO-CatBoost machine learning model to predict the compressive strength of CFRP- confined circular concrete specimens
Thin-Walled Structures 2024cited by 94position: middledoi
A composite risk assessment model for venous thromboembolism
Journal of Vascular Surgery Venous and Lymphatic Disorders 2024cited by 6position: middledoi
Decentralized Condition Monitoring for Distributed Wind Systems: A Federated Learning-Based Approach to Enhance SCADA Data Privacy
2024cited by 5position: lastdoi
Natural Language Processing for Breast Imaging: A Systematic Review
Diagnostics 2023cited by 22position: middledoi
Ability of Caprini and Padua risk-assessment models to predict venous thromboembolism in a nationwide Veterans Affairs study
Journal of Vascular Surgery Venous and Lymphatic Disorders 2023cited by 16position: middledoi
Active Semi-Supervised Learning via Bayesian Experimental Design for Lung Cancer Classification Using Low Dose Computed Tomography Scans
Applied Sciences 2023cited by 7position: lastdoi
Systematic review of venous thromboembolism risk categories derived from Caprini score
Journal of Vascular Surgery Venous and Lymphatic Disorders 2022cited by 73position: middledoi
Challenges and Issues in Data Science Education
Computer 2022cited by 13position: lastdoi
Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning
2021 IEEE International Conference on Big Data (Big Data) 2021cited by 10position: lastdoi

Grants

NSF/FDA: Towards an active surveillance framework to detect AI/ML-enabled Software as a Medical Device (SaMD) data and performance drift in clinical flow
NSF2326034$199,7922023–2025PIRePORTER
I/UCRC Phase II: Center for Hybrid Multicore Productivity Research
NSF1439663$1,579,8492014–2019PIRePORTER
I-Corps: Exploring Commercial Feasibility of Semantically Rich Cloud Service Broker solution
NSF1338997$50,0002013–2014PIRePORTER

Frequent collaborators

· 4 papers (2022–2025)John D. Sorkin · Johns Hopkins Medicine4 papers (2022–2025) · 4 papers (2022–2025)Brajesh K. Lal · University of Maryland, Baltimore4 papers (2022–2025)Phuong Nguyen · University of Miami3 papers (2021–2023)Yusen Wu · Beijing Normal University3 papers (2021–2024) · 3 papers (2022–2024)Hilary Hayssen · University of Maryland, Baltimore3 papers (2023–2025) · 3 papers (2022–2024)Phuong Nguyen · Icahn School of Medicine at Mount Sinai2 papers (2023–2023) · 2 papers (2024–2025)Nima Khodadadi · University of Miami2 papers (2024–2025)Antonio Nanni · University of Miami2 papers (2024–2025)Hossein Roghani · University of Miami2 papers (2024–2025)Sumeet Menon · University of Maryland, College Park1 papers (2023–2023) · 1 papers (2024–2024)Xin Wang · Tsinghua University1 papers (2021–2021)Hao Chen · Nanjing University of Science and Technology1 papers (2021–2021)Phuong L. Nguyen · Brigham and Women's Hospital1 papers (2024–2024)Gang Li · Nanjing Tech University1 papers (2024–2024)
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