Author

Sania Akter

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#artificial intelligence Preprint Sep 2026

A Compact Stance-Indexed Anterior-Posterior COP Representation for Parkinson's Disease Classification from Plantar VGRF

Findings indicate that stance-indexed AP-COP retains discriminative information that is not readily recovered by broader engineered gait descriptors, supporting compact and interpretable representations for machine-learning analysis of pathological gait.

Md Sifat, Sania Akter, Akif Islam et al. · 0 citations

Open access Aug 2026

Long-term associations between seasonal variability and malaria transmission in Bangladesh: a 16-year national time-series analysis

Despite declining incidence, malaria in Bangladesh retains a stable, climate-driven seasonal signature, and integrating climate indicators into surveillance systems may strengthen preparedness and support malaria elimination efforts in residual transmission settings.

Sania Akter, Zesan Ahmed, Ragib Abid et al. · Tropical Medicine and Health · 0 citations