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Preprint Aug 2026

PelviNeXt: A Modality-Agnostic Hybrid Network for Pelvic Imaging in Women's Health

Women's health remains substantially under-resourced in medical imaging research, with pelvic pathologies such as polycystic ovary syndrome (PCOS) and pelvic fracture both suffering from a scarcity of public, well-annotated benchmark data despite their clinical importance. We introduce PelviNeXt, a modality-agnostic hy...

Siam Tahsin Bhuiyan, Rashedur M. Rahman, Sefatul Wasi et al. · 0 citations
2026

PRiSM: Partial Ranking via Inter-layer Semantic Measurement for Efficient Fine-tuning of Language Models

PRiSM is proposed, a training-free approach for layer-wise partial fine-tuning that leverages the cosine similarity between pre-trained aggregate token representations across layers to identify inter-layer relationships and achieves competitive performance compared to full fine-tuning.

A. Biswas, Md Fahim, M. Amin et al. · 0 citations

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