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Toward Explainable AI for Acute Kidney Injury Prediction in the ICU: Transparent Development, Internal Validation, and Robustness Auditing of Machine Learning Models

Key takeaways

This study built a computer program to predict kidney injury in the ICU. It is a preprint, so it has not passed peer review yet. There are no final results to report.

Who did this work

Ismail Allahwerdi (Tomas Bata University in Zlín) · Gul Muhammad Soomro (Tomas Bata University in Zlín) · Said Krayem (Tomas Bata University in Zlín) · Bronislav Chramcov (Tomas Bata University in Zlín)

Source

Article · OpenAlex, Kidney disease concept sweep (verified C2778653478) · 2026-10-20
https://doi.org/10.3390/info17101045