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LiteFeatNet: A parameter-efficient and performance-centric deep learning model for multi-ocular disease identification using intermediate feature reduction from fundus images.

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Title: LiteFeatNet: A parameter-efficient and performance-centric deep learning model for multi-ocular disease identification using intermediate feature reduction from fundus images.
Authors: Rafi, Usman1 (AUTHOR) usmanrafiuafcs@gmail.com, Nawaz, Qamar1 (AUTHOR) qamar@uaf.edu.pk, Latif, Muhammad Ahsan1 (AUTHOR), Khatoon, Aisha2 (AUTHOR)
Source: PLoS ONE. 5/11/2026, Vol. 21 Issue 5, p1-39. 39p.
Database: Academic Search Ultimate
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  Data: <searchLink fieldCode="AR" term="%22Rafi%2C+Usman%22">Rafi, Usman</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> usmanrafiuafcs@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Nawaz%2C+Qamar%22">Nawaz, Qamar</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> qamar@uaf.edu.pk</i><br /><searchLink fieldCode="AR" term="%22Latif%2C+Muhammad+Ahsan%22">Latif, Muhammad Ahsan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Khatoon%2C+Aisha%22">Khatoon, Aisha</searchLink><relatesTo>2</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 5/11/2026, Vol. 21 Issue 5, p1-39. 39p.
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        Value: 10.1371/journal.pone.0347867
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        Text: English
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      – TitleFull: LiteFeatNet: A parameter-efficient and performance-centric deep learning model for multi-ocular disease identification using intermediate feature reduction from fundus images.
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              Text: 5/11/2026
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