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Amide proton transfer imaging with machine learning and deep learning for malignant tumor diagnosis: a systematic review

Published Online: 2025-10-17

Authors

Elhaie, Mohammadreza https://orcid.org/0009-0007-1186-353X
Koozari, Abolfazl

Koohi, Hossein

Albeshan, Salman Mohammed
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Text and Data Mining valid from 2025-10-17

Version of Record valid from 2025-10-17
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Article History

Received: 22 August 2025

Accepted: 30 September 2025

First Online: 17 October 2025

Declarations

:

: The authors declare that they have no competing interests.

: Not applicable. This study is a systematic review and did not involve direct research with human participants or animals.

: Not applicable.

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