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Author

Vikul J. Pawar

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2 papers indexed here

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Open access Jul 2026

Vision Transformer Outperforms CNN Architectures in Binary Skin Lesion Classification: An Eight-Model Controlled Deep Learning Study

The findings simplify the selection of the model in clinical studies in implementing dermoscopy, suggesting that ViT-Small/16 should be used as a probabilistic-ranked malignancy screening model, and EfficientNetV2-S should be used as a fixed threshold binary triage model in a telemedicine system.

Bharti G. Gadge, Vikul J. Pawar, Vinod Damdhar et al. · 0 citations
Open access Aug 2026

Explainable AI-Based PCOS Detection Using SMOTE-Balanced Clinical Markers

SHAP (SHapley Additive exPlanations) analysis supports the assertion that the quantity of follicles, FSH/LH ratio, and the level of LH should be considered the most prevalent predictors, and that the evidence provided by the analysis can be interpreted by clinicians and corresponds to the Rotterdam diagnostic criteria.

Arya Malode, Vijayshri A. Injamuri, Vikul J. Pawar et al. · 0 citations

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