Predialysis trajectories of estimated GFR and concurrent trends of Chronic Kidney Disease-relevant biomarkers.

Hsiao-Mei Tsao Tai-Shuan LaiYu-Hsiang ChouShuei-Liong LinYung-Ming Chen

Published in: Therapeutic advances in chronic disease (2023)

Using longitudinal data, we delineated the changes in CKD biomarkers with disease progression. The results provide information to clinicians and clues to elucidate the mechanism of CKD progression.

Keyphrases

chronic kidney disease
end stage renal disease
depressive symptoms
palliative care
locally advanced
electronic health record
squamous cell carcinoma
cross sectional
data analysis
radiation therapy
rectal cancer
deep learning