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Multiscale tumor characterization in histopathology via self-distilled transformers and topology-aware visual encoding.

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Title: Multiscale tumor characterization in histopathology via self-distilled transformers and topology-aware visual encoding.
Authors: Sardar, Tanvir H.1 (AUTHOR), Naresh, P.1 (AUTHOR), Hassan, Sk Mahmudul2 (AUTHOR), Kulkarni, Praveen1 (AUTHOR), T. M, Rajesh3 (AUTHOR), Ahamed Shafeeq, B. M.4 (AUTHOR) ahamed.shafeeq@manipal.edu
Source: Scientific Reports. 12/16/2025, Vol. 15 Issue 1, p1-14. 14p.
Database: Academic Search Ultimate
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  Data: Multiscale tumor characterization in histopathology via self-distilled transformers and topology-aware visual encoding.
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        Value: 10.1038/s41598-025-27748-6
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              Text: 12/16/2025
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