
Sujal Gupta
Life Sciences Researcher || Medical AI & Health Data || Published Author || NITI Aayog & FSSAI || UoD’26
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Writing
A SMOTEENN-Powered Stacked Ensemble with Transformer-Based Meta-Learner for Balanced Diabetic Retinopathy Grading
January 1, 2025Preprint describing a balanced-accuracy focused DR grading pipeline using SMOTEENN, CNN feature extractors (ResNet50, DenseNet121), a Transformer meta-learner and LightGBM; reports high G-Mean and weighted F1-score on APTOS 2019.
Deshbandhu Journal of Social Sciences — contribution / journal article (Deshbandhu College publication)
December 1, 2024Long-form contribution published in the Deshbandhu Journal of Social Sciences (college journal), demonstrating engagement with academic writing during undergraduate studies.
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