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A CLIP-based framework for multiclass lung histopathology classification with prompt engineering and class-imbalance-aware focal optimization.

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Title: A CLIP-based framework for multiclass lung histopathology classification with prompt engineering and class-imbalance-aware focal optimization.
Authors: Munawar, Sadia1 (AUTHOR), Hanif, Fareeha2,3 (AUTHOR), Raza, Ali3,4,5 (AUTHOR) alleerazza786@gmail.com, Farman, Muhammad4,6,7 (AUTHOR), Hincal, Evren4,8,9 (AUTHOR)
Source: Scientific Reports. 6/10/2026, Vol. 16 Issue 1, p1-26. 26p.
Database: Academic Search Ultimate
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  Data: A CLIP-based framework for multiclass lung histopathology classification with prompt engineering and class-imbalance-aware focal optimization.
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 6/10/2026, Vol. 16 Issue 1, p1-26. 26p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194452396
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        Value: 10.1038/s41598-026-55588-5
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