Shoya Wada

Extracting clinical terms from radiology reports with deep learning

Kento Sugimoto, Toshihiro Takeda, Jong–Hoon Oh et al. · Journal of Biomedical Informatics · 2021 · 36 citations · Full text

Natural Language Processing, Information Model, Clinical Terms +15

Pre-training technique to localize medical BERT and enhance biomedical BERT

Shoya Wada, Toshihiro Takeda, Shiro Manabe et al. · arXiv (Cornell University) · 2020 · 15 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +21

Oversampling effect in pretraining for bidirectional encoder representations from transformers (BERT) to localize medical BERT and enhance biomedical BERT

Shoya Wada, Toshihiro Takeda, Katsuki Okada et al. · Artificial Intelligence in Medicine · 2024 · 15 citations · Full text

A Pre-Training Technique to Localize Medical BERT and to Enhance Biomedical BERT

Shoya Wada, Toshihiro Takeda, Shiro Manabe et al. · 2020 · 14 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +24

Automatic creation of annotations for chest radiographs based on the positional information extracted from radiographic image reports

Bowen Wang, Toshihiro Takeda, Kento Sugimoto et al. · Computer Methods and Programs in Biomedicine · 2021 · 11 citations · Full text