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March 3, 2026
Multimodal attention-driven network with blockchain integrity for reliable kidney stone diagnosis
MK
Mudassir Khan
IH
Izhar Husain
King Khalid University
Puntos clave
Reliable kidney stone diagnosis is achieved through an innovative multimodal network, enhancing accuracy and trust.
The network integrates blockchain technology, ensuring data integrity and security in patient records.
Analysis of diagnostic performance shows significant improvements over traditional methods in kidney stone classification.
This approach may enable wider adoption of secure, trustworthy diagnostics in healthcare settings.
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Khan et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76049c6e9836116a2cdf6
https://doi.org/https://doi.org/10.1007/s00240-026-01942-1
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Multimodal attention-driven network with blockchain integrity for reliable kidney stone diagnosis | Synapse