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R. Reji

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Open access Aug 2026

A Reproducible Deep Learning Pipeline for Augmentation-Enhanced Classification of Anemia-Related Blood-Cell Images

The workflow integrates online data download, automatic extraction, dataset restructuring, class balancing, augmentation-enhanced preprocessing, transfer-learning-based model training, visualization, and structured metric generation within a single executable framework.

R. Remya, M. Janani, P. Thilakavathy et al. · 0 citations
Review Aug 2026

Can artificial intelligence accurately assess systematic review quality? Benchmarking large language models for AMSTAR 2 appraisal in dental evidence synthesis.

Perplexity demonstrated the highest accuracy and agreement with expert assessments of the methodological quality of systematic reviews, suggesting its potential as a supportive AI tool for AMSTAR-2-based appraisal in dental evidence synthesis.

Nirmal Kurian, J. Cherian, R. Reji et al. · 0 citations

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