Yelena Yesha

University of Miami — United States

Computer Science · Physical Sciences

33h-index4.5kcitations297works5.92yr avg
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Research Topics

Service-Oriented Architecture and Web Services(36), Distributed systems and fault tolerance(32), Advanced Database Systems and Queries(23), Advanced Data Storage Technologies(22), Semantic Web and Ontologies(21)

Publications297 total

A composite risk assessment model for venous thromboembolism
Journal of Vascular Surgery·2025Open Access
Distributional Drift Detection in Medical Imaging with Sketching and Fine-Tuned Transformer
2025
Machine learning approach for the flexural strength of <scp>3D</scp>‐printed fiber‐reinforced concrete based on the meta‐heuristic algorithm
Structural Concrete·2025· 4 cited
Evaluation of factors underlying differences in venous thromboembolism rates between Black and White patients
Journal of Vascular Surgery Venous and Lymphatic Disorders·2025Open Access
A composite risk assessment model for venous thromboembolism
Journal of Vascular Surgery·2025Open Access
Artificial Intelligence Approaches to Improving Venous Thromboembolism Risk Prediction
Journal of Vascular Surgery Venous and Lymphatic Disorders·2025· 1 citedOpen Access
Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT
2024· 3 cited
Temporal trends in pediatric cancer mortality: rare cancers lag behind more common cancers
Pediatric Hematology and Oncology·2024· 3 cited
Racial and Ethnic Survival Disparities in Pediatric Oncology Over Time: An Analysis of the SEER Registry
Journal of Pediatric Surgery·2024· 1 cited
A composite risk assessment model for venous thromboembolism
Journal of Vascular Surgery Venous and Lymphatic Disorders·2024· 6 citedOpen Access
Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT
arXiv (Cornell University)·2024Open Access
Decentralized Condition Monitoring for Distributed Wind Systems: A Federated Learning-Based Approach to Enhance SCADA Data Privacy
2024· 4 cited
Blockchain-Based Fine-Grained Access Control for Space Resource Sharing and Management
2024
Blockchains for Internet of Things: Fundamentals, Applications, and Challenges
IEEE Network·2024· 4 cited
Blockchains for Internet of Things: Fundamentals, Applications, and Challenges
arXiv (Cornell University)·2024Open Access
Clinical Factors Impacting Differences in Rates of Venous Thromboembolism Black and White Veterans
Journal of Vascular Surgery Venous and Lymphatic Disorders·2024Open Access
Quantifying input data drift in medical machine learning models by detecting change-points in time-series data
2024· 2 cited
Data-driven PSO-CatBoost machine learning model to predict the compressive strength of CFRP- confined circular concrete specimens
Thin-Walled Structures·2024· 78 cited
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports
2023· 1 cited
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·2023· 16 citedOpen Access
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Frequent Co-authors

Anupam Joshi(18), Tim Finin(17), Nabil R. Adam(7), Dipanjan Chakraborty(5), Karuna Pande Joshi(5), Ouri Wolfson(4), Sam Chamberlain(4), Filip Perich(4), Olga Ratsimor(3), A. Prasad Sistla(2), Ian F. Akyildiz(2), Serge Abiteboul(2), Victor Vianu(2), Brad Fordham(2), Anand V. Patwardhan(2), Pranam Kolari(2), A. B. Stephens(2), Bharat Bhargava(2), Lalana Kagal(2), Odysseas I. Pentakalos(2)