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The review also highlighted the diverse and complex data types that fuel these models, which extend far beyond basic clinical variables like demographics, HbA1c, and blood pressure ( 5.3 Translational challenges and future directions for AI in DKD The promising performance of AI models must be tempered by a clear-eyed assessment of the barriers to their clinical implementation

Understanding these can help you determine which one fits your needs and which one might be a waste of resources

Antoniou et al

Aliquots of 40 L of stopping solution (20% 0.5 M Tris: 80% acetonitrile) were added to each well and shaken gently