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. Author manuscript; available in PMC: 2024 Sep 1.
Published in final edited form as: Artif Intell Med. 2023 Jul 17;143:102624. doi: 10.1016/j.artmed.2023.102624

Table 1.

Performance of pretrained transformer language models in detecting patients with ADRD

Language model Precision Recall F1-score Accuracy AUC-ROC
BERT base-cased 75.67 80 77.77 77.46 83.73
DistilBERT 84.84 80 82.35 83.09 89.05
XLNET 73.68 80 76.71 76.05 83.17
DistilRoBERTa 79.41 77.14 78.26 79.20 78.87