Assessing interstitial fibrosis and tubular atrophy in kidney biopsies - artificial intelligence versus humans

Computerized methods, including AI, are showing increased application in kidney pathology for a wide variety of clinical and histopathologic parameter assessment, including interstitial fibrosis; however, further studies are needed to characterize the performance of AI and handcrafted methods; and additional work is needed to fully integrate computerized methods into routine pathology practice. Ultimately, humans working with AI ("humans + AI") may provide enhanced analysis for more effective patient care.

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Publication Details

Journal
Current Opinion in Nephrology & Hypertension
Published
2026-03-13
DOI
https://doi.org/10.1097/mnh.0000000000001174
Primary Topic
Renal cell carcinoma treatment
Type
article
Field-Weighted Citation Impact
0.00
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article

Assessing interstitial fibrosis and tubular atrophy in kidney biopsies - artificial intelligence versus humans

Kim Solez, A. Brad Farris, Dženan Zukić
Current Opinion in Nephrology & Hypertension
Renal cell carcinoma treatment
article

Assessing interstitial fibrosis and tubular atrophy in kidney biopsies - artificial intelligence versus humans

Kim Solez, A. Brad Farris, Dženan Zukić
article en

Abstract

Computerized methods, including AI, are showing increased application in kidney pathology for a wide variety of clinical and histopathologic parameter assessment, including interstitial fibrosis; however, further studies are needed to characterize the performance of AI and handcrafted methods; and additional work is needed to fully integrate computerized methods into routine pathology practice. Ultimately, humans working with AI ("humans + AI") may provide enhanced analysis for more effective patient care.

Current Opinion in Nephrology & HypertensionVol. 35(3)
Emory University (US), University of Alberta (CA), Kitware (United States) (US)
Openalex Percentile: Top 22%
Renal cell carcinoma treatment
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