Comparison of natural language processing algorithms in assessing the importance of head computed tomography reports written in Japanese.
Wataya T, Miura A, Sakisuka T, Fujiwara M, Tanaka H, Hiraoka Y, Sato J, Tomiyama M, Nishigaki D, Kita K, Suzuki Y, Kido S, Tomiyama N.
Wataya T, et al. Among authors: tanaka h.
Jpn J Radiol. 2024 Mar 29. doi: 10.1007/s11604-024-01549-9. Online ahead of print.
Jpn J Radiol. 2024.
PMID: 38551771
The performance of four NLP models for classifying RIC was compared using fivefold cross-validation: logistic regression, bidirectional long-short-term memory (BiLSTM), general bidirectional encoder representations of transformers (general BERT), and domain-specific BERT ( …
The performance of four NLP models for classifying RIC was compared using fivefold cross-validation: logistic regression, bidirectional long …