Hans Weber

Clinical Validation of AI-Powered Serum Protein Panel Interpretation: A Multi-Parameter Neural Network Approach for Total Protein, Albumin, Globulins, A/G Ratio, and AFP Analysis

2026 · Zenodo (CERN European Organization for Nuclear Research)

Background: Serum protein analysis, encompassing total protein, albumin, globulin fractions (alpha-1, alpha-2, beta, gamma), albumin/globulin ratio (A/G ratio), and alpha-fetoprotein (AFP), represents a cornerstone of clinical laboratory diagnostics. Traditional interpretation methods face challenges in recognizing …