Yelena Yesha
University of Maryland, Baltimore County
H-index: 38
North America-United States
Top articles of Yelena Yesha
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Quantifying input data drift in medical machine learning models by detecting change-points in time-series data | Smriti Prathapan Ravi K Samala Nathan Hadjiyski Pierre-François D’Haese Fabien Maldonado | 2024/4/3 | |
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 | Hilary Hayssen Shalini Sahoo Phuong Nguyen Minerva Mayorga-Carlin Tariq Siddiqui | 2024/3/1 |
Clinical Factors Impacting Differences in Rates of Venous Thromboembolism Black and White Veterans | Journal of Vascular Surgery: Venous and Lymphatic Disorders | Hilary Hayssen Shalini Sahoo Brian Englum Minerva Mayorga-Carlin Tariq Siddiqui | 2024/5/1 |
Active semi-supervised learning via bayesian experimental design for lung cancer classification using low dose computed tomography scans | Applied Sciences | Phuong Nguyen Ankita Rathod David Chapman Smriti Prathapan Sumeet Menon | 2023/3/15 |
Enabling Quartile-based Estimated-Mean Gradient Aggregation As Baseline for Federated Image Classifications | arXiv preprint arXiv:2309.12267 | Yusen Wu Jamie Deng Hao Chen Phuong Nguyen Yelena Yesha | 2023/9/21 |
Evaluating the Ability of Caprini and Padua Scores to Predict Venous Thromboembolism in a Nationwide Study | Journal of Vascular Surgery: Venous and Lymphatic Disorders | Hilary Hayssen Shalini Sahoo Brian Englum Phuong Nguyen Minerva Mayorga-Carlin | 2023/3/1 |
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images | Journal of Digital Imaging | Sumeet Menon Jayalakshmi Mangalagiri Josh Galita Michael Morris Babak Saboury | 2023/8 |
Automating Cloud Services Lifecycle Through Semantic Technologies | 2016/5/26 | ||
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports | Jamie Deng Yusen Wu Hilary Hayssen Brain Englum Aman Kankaria | 2023/12/5 | |
Assessment of Bleeding Risk in Patients Being Considered for VTE Pharmacoprophylaxis in a Large Nationwide Cohort | Journal of Vascular Surgery | Hilary Hayssen Shalini Sahoo Tariq Siddiqui Phuong Nguyen Minerva Mayorga-Carlin | 2023/6/1 |
Prediction of bleeding in patients being considered for venous thromboembolism prophylaxis | Journal of Vascular Surgery: Venous and Lymphatic Disorders | Shalini Sahoo Hilary Hayssen Brian Englum Minerva Mayorga-Carlin Tariq Siddiqui | 2023/11/1 |
Natural language processing for breast imaging: a systematic review | Kareem Mahmoud Diab Jamie Deng Yusen Wu Yelena Yesha Fernando Collado-Mesa | 2023/4/14 | |
Soft Merging: A Flexible and Robust Soft Model Merging Approach for Enhanced Neural Network Performance | arXiv preprint arXiv:2309.12259 | Hao Chen Yusen Wu Phuong Nguyen Chao Liu Yelena Yesha | 2023/9/21 |
Pairwise meta learning pipeline: classifying COVID-19 abnormalities on chest radio-graphs | SPIE Medical Imaging 2022: Computer-Aided Diagnosis; PC1203302 (2022) Proceedings Volume PC12033, Medical Imaging 2022: Computer-Aided Diagnosis; PC1203302 (2022) | Sourajit Saha Yaacov Yesha | 2022/1 |
Systematic review of venous thromboembolism risk categories derived from Caprini score | Hilary Hayssen Rafael Cires-Drouet Brian Englum Phuong Nguyen Shalini Sahoo | 2022/11/1 | |
Apply Trust Computing and Privacy Preserving Smart Contracts to Manage, Share, and Analyze Multi-site Clinical Trial Data | Yusen Wu Chao Liu Lawrence Sebald Phuong Nguyen Yelena Yesha | 2022/8/22 | |
Bring Trust to Edge: Secure and Decentralized IoT Framework with BFT and Permissioned Blockchain | Yusen Wu Jinghui Liao Phuong Nguyen Weisong Shi Yelena Yesha | 2022/7/10 | |
Challenges and issues in data science education | Jerry Bonnell Mitsunori Ogihara Yelena Yesha | 2022/2/14 | |
Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs | Jayalakshmi Mangalagiri Jones Sam Sugumar Sumeet Menon David Chapman Yaacov Yesha | 2021/12/15 | |
Tolerating adversarial attacks and byzantine faults in distributed machine learning | Yusen Wu Hao Chen Xin Wang Chao Liu Phuong Nguyen | 2021/12/15 |
