Large Language Model–Assisted Semiautomated Data Harmonization Pipeline for the Multiple Chronic Disease Disparities Research Consortium: Framework Development and Comparative Validation Study

Large Language Model–Assisted Semiautomated Data Harmonization Pipeline for the Multiple Chronic Disease Disparities Research Consortium: Framework Development and Comparative Validation Study

Authors of this article:

Hyelee Kim^{1, 2, 3, 4, 5} ;   Shuang Liang^{3, 6} ;   Kathy Lanier^{3, 6} ;   Sarit Helman^{3, 6} ;   Nancy F Cheng^{3, 6} ;   Niloufar Ameli^{3, 6} ;   Jaysón Davidson^{7, 8} ;   Shivani Mehta^{1, 2} ;   Yulin Hswen^{1, 4, 8, 9} ;   Catherine E Oldenburg^{1, 10} ;   Kim F Rhoads^{1, 3, 6, 11} ;   Edwin D Charlebois^{2, 3} ;   Stuart A Gansky^{3, 6, 8} ;   William Brown III^{1, 2, 3, 4, 8}