Natural language processing for kidney ultrasound analysis: correlating imaging reports with chronic kidney disease diagnosis

Natural language processing for kidney ultrasound analysis: correlating imaging reports with chronic kidney disease diagnosis

Introduction Natural language processing (NLP) has been used to analyze unstructured imaging report data, yet its application in identifying chronic kidney disease (CKD) features from kidney ultrasound reports remains unexplored.Methods In a single-center pilot study, we analyzed 1,068 kidney ultras...

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Main Authors: Chenlu Wang, Ritwik Banerjee, Harry Kuperstein, Hamza Malick, Ruqiyya Bano, Robin L. Cunningham, Hira Tahir, Priyal Sakhuja, Janos Hajagos, Farrukh M. Koraishy
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Renal Failure
Subjects:
Natural language processing
deep syntactic structures
language embeddings
kidney ultrasound reports
chronic kidney disease
Online Access:https://www.tandfonline.com/doi/10.1080/0886022X.2025.2539938
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https://www.tandfonline.com/doi/10.1080/0886022X.2025.2539938

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