Author

Ahnaf Atef Choudhury

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Open access Aug 2026

SAGE: Stability-Aware Graph-Based Ensemble Feature Selection for Explainable Postpartum Depression Risk Prediction

SAGE combines information-theoretic relevance, PCA-based structure, and graph-based interactions with bootstrap stability weighting to identify robust and non-redundant predictors of postpartum depression, and allows instance-based insight into selected features from the graph, enabling personalized risk assessment.

Md. Rokon Islam Emon, Syed Shariar Alam Shuvo, S. Ayon et al. · 2026 10th International Arti... · 0 citations

Preprint Aug 2026

SDoH-Aware Narrative Anchoring Bias in Medical LLMs for Trustworthy Clinical Decision Support

It is suggested that trustworthy clinical decision support should be evaluated by both average correctness and stability across medically equivalent patient narratives.

Ahnaf Atef Choudhury, R. Saha · 0 citations