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Tree And Regression Based Variants for Early Kidney Disease Prediction Using Machine Learning: Performance and Interpretability

Paper No results yet Not peer reviewed

Key takeaways

Researchers tested computer programs, some tree based and some regression based, to spot kidney disease early from patient data. They compared how accurate each program was and how easy it is to see why it made a given call. This is a computer modelling paper, not a treatment tried in patients, so there are no results about anyone doing better. It was posted to an open archive without peer review.

Who did this work

Dr. Nilay Karade Nita Dakhare

Source

Paper · OpenAlex, Kidney disease concept sweep (verified C2778653478) · 2026-09-05
https://doi.org/10.5281/zenodo.22339351