Spatial Attention-guided Hybrid Deep Learning with Sharpened Cosine Similarity for Accurate Chest X-ray Interpretation

VSAG-HDL Net provides a robust, interpretable, and resource-efficient solution for chest disease detection in CXR. Its clinical integration can support early and accurate diagnostic decision-making, particularly in resource-limited environments.

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Publication Details

Journal
Current Medical Imaging Formerly Current Medical Imaging Reviews
Published
2025-11-28
DOI
https://doi.org/10.2174/0115734056396626251105115902
Primary Topic
COVID-19 diagnosis using AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Spatial Attention-guided Hybrid Deep Learning with Sharpened Cosine Similarity for Accurate Chest X-ray Interpretation

B. Elakkiya, O. Saraniya, Naga Sai Akhila Gurre
Current Medical Imaging Formerly Current Medical Imaging Reviews
COVID-19 diagnosis using AI
article

Spatial Attention-guided Hybrid Deep Learning with Sharpened Cosine Similarity for Accurate Chest X-ray Interpretation

B. Elakkiya, O. Saraniya, Naga Sai Akhila Gurre
article en

Abstract

VSAG-HDL Net provides a robust, interpretable, and resource-efficient solution for chest disease detection in CXR. Its clinical integration can support early and accurate diagnostic decision-making, particularly in resource-limited environments.

Current Medical Imaging Formerly Current Medical Imaging ReviewsVol. 22
California State University, Dominguez Hills (US)
Openalex Percentile: Top 47%
COVID-19 diagnosis using AI
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Spatial Attention-guided Hybrid Deep Learning with Sharpened Cosine Similarity for Accurate Chest X-ray Interpretation — B. Elakkiya, O. Saraniya, et al. · Current Medical Imaging Formerly Current Medical Imaging Reviews (2025) | TGRS Research Map | TGRS