Search Results - Daniel Nasef

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  1. 1

    A Standardized Validation Framework for Clinically Actionable Healthcare Machine Learning with Knee Osteoarthritis Grading as a Case Study by Daniel Nasef, Demarcus Nasef, Michael Sher, Milan Toma

    Published in Algorithms (2025-06-01)
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  2. 2

    Influence of Chinstrap Stiffness on Cerebrospinal Fluid Dynamics and Brain Stress in Helmet Impacts by Jonathan Mayer, Daniel Nasef, Molly Bekbolatova, Hallie Zwibel, Milan Toma

    Published in Applied Sciences (2025-05-01)
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  3. 3

    Machine-Learning-Based Biomechanical Feature Analysis for Orthopedic Patient Classification with Disc Hernia and Spondylolisthesis by Daniel Nasef, Demarcus Nasef, Viola Sawiris, Peter Girgis, Milan Toma

    Published in BioMedInformatics (2025-01-01)
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  4. 4

    Deep Learning for Automated Kellgren–Lawrence Grading in Knee Osteoarthritis Severity Assessment by Daniel Nasef, Demarcus Nasef, Viola Sawiris, Peter Girgis, Milan Toma

    Published in Surgeries (2024-12-01)
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  5. 5

    Training clinically relevant EEG–based pain detection models: a pilot machine learning study by Daniel Nasef, Demarcus Nasef, Viola Sawiris, Sabine Sator, Milan Toma

    Published in Academia Biology (2025-07-01)
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  6. 6

    Stratified Multisource Optical Coherence Tomography Integration and Cross-Pathology Validation Framework for Automated Retinal Diagnostics by Michael Sher, Riah Sharma, David Remyes, Daniel Nasef, Demarcus Nasef, Milan Toma

    Published in Applied Sciences (2025-04-01)
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  7. 7

    Clinical Applicability and Cross-Dataset Validation of Machine Learning Models for Binary Glaucoma Detection by David Remyes, Daniel Nasef, Sarah Remyes, Joseph Tawfellos, Michael Sher, Demarcus Nasef, Milan Toma

    Published in Information (2025-05-01)
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  8. 8

    Machine-learning-based diagnosis and progression analysis of knee osteoarthritis by Rejath Jose, Nicholas Lewis, Zain Satti, Robert Steinberg, Alec Toufexis, Daniel Nasef, Milan Toma

    Published in Discover Data (2025-03-01)
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  9. 9

    SMOTE vs. SMOTEENN: A Study on the Performance of Resampling Algorithms for Addressing Class Imbalance in Regression Models by Gazi Husain, Daniel Nasef, Rejath Jose, Jonathan Mayer, Molly Bekbolatova, Timothy Devine, Milan Toma

    Published in Algorithms (2025-01-01)
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  10. 10

    Electrocardiogram Abnormality Detection Using Machine Learning on Summary Data and Biometric Features by Kennette James Basco, Alana Singh, Daniel Nasef, Christina Hartnett, Michael Ruane, Jason Tagliarino, Michael Nizich, Milan Toma

    Published in Diagnostics (2025-04-01)
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  11. 11

    Clinical Applicability of Machine Learning Models for Binary and Multi-Class Electrocardiogram Classification by Daniel Nasef, Demarcus Nasef, Kennette James Basco, Alana Singh, Christina Hartnett, Michael Ruane, Jason Tagliarino, Michael Nizich, Milan Toma

    Published in AI (2025-03-01)
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