Daniel Nasef

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Active since

2024

Affiliations

New York Institute of Technology(Current)

Daniel Nasef is an author at New York Institute of Technology specializing in predictive performance evaluation, bias-variance tradeoff, and decision trees.

Publications per year

2024–2025

Publications

SMOTE vs. SMOTEENN: A Study on the Performance of Resampling Algorithms for Addressing Class Imbalance in Regression Models

Daniel Nasef, Rejath Jose, Jonathan Mayer et al. · Algorithms · 2025 · 72 citations · Full text

Computing, Data Science, Machine Learning +16

Clinical Applicability and Cross-Dataset Validation of Machine Learning Models for Binary Glaucoma Detection

David Remyes, Daniel Nasef, Sarah Remyes et al. · Information · 2025 · 15 citations · Full text

Computing, Computer Science, Ophthalmology +17

Deep Learning for Automated Kellgren–Lawrence Grading in Knee Osteoarthritis Severity Assessment

Daniel Nasef, Demarcus Nasef, Viola Sawiris et al. · Surgeries · 2024 · 10 citations · Full text

Computing, Orthopaedic Surgery, Orthopedic Surgery +17

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