Shoya Wada

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Chest Radiographs

Convolutional Neural Network

Top Venues

Artif. Intell. Medicine

Publications

Shoya Wada, Toshihiro Takeda, Katsuki Okada, Shirou Manabe, Shozo Konishi, Jun Kamohara, Yasushi Matsumura
Oversampling effect in pretraining for bidirectional encoder representations from transformers (BERT) to localize medical BERT and enhance biomedical BERT. Artif. Intell. Medicine 153 (2024)
Shozo Konishi, Shirou Manabe, Yoshie Shimai, Yoshiki Namiuchi, Kento Sugimoto, Shoya Wada, Katsuki Okada, Yasushi Matsumura, Toshihiro Takeda
Implementation of a Multilingual Electronic Medical Questionnaire: For Use Inside or Outside the Hospital. MedInfo (2023)
Katsuki Okada, Kento Sugimoto, Shoya Wada, Shozo Konishi, Shirou Manabe, Yasushi Matsumura, Toshihiro Takeda
Development of the Clinical Specimen Information Management System for Multicenter Clinical Studies. MedInfo (2023)
Kento Sugimoto, Shoya Wada, Shozo Konishi, Katsuki Okada, Shirou Manabe, Yasushi Matsumura, Toshihiro Takeda
Classification of Diagnostic Certainty in Radiology Reports with Deep Learning. MedInfo (2023)
Kento Sugimoto, Toshihiro Takeda, Jong-Hoon Oh, Shoya Wada, Shozo Konishi, Asuka Yamahata, Shiro Manabe, Noriyuki Tomiyama, Takashi Matsunaga, Katsuyuki Nakanishi, Yasushi Matsumura
Extracting clinical terms from radiology reports with deep learning. J. Biomed. Informatics 116 (2021)
Bowen Wang, Toshihiro Takeda, Kento Sugimoto, Jiahao Zhang, Shoya Wada, Shozo Konishi, Shirou Manabe, Katsuki Okada, Yasushi Matsumura
Automatic creation of annotations for chest radiographs based on the positional information extracted from radiographic image reports. Comput. Methods Programs Biomed. 209 (2021)
Shoya Wada, Toshihiro Takeda, Shiro Manabe, Shozo Konishi, Jun Kamohara, Yasushi Matsumura
A pre-training technique to localize medical BERT and enhance BioBERT. CoRR (2020)
Kento Sugimoto, Toshihiro Takeda, Shoya Wada, Asuka Yamahata, Shozo Konishi, Shiro Manabe, Yasushi Matsumura
End-to-End Approach for Structuring Radiology Reports. MIE (2020)
Toshihiro Takeda, Dongyao Zhang, Shoya Wada, Akito Nakagawa, Kento Sugimoto, Shirou Manabe, Yasushi Matsumura
The Acquisition of Structured Clinical Data from a Document-Based Electronic Medical Record System. MedInfo (2019)
Shoya Wada, Ryu Iida, Kentaro Torisawa, Toshihiro Takeda, Shiro Manabe, Yasushi Matsumura
Extracting Symptom Names and Disease-Symptom Relationships from Web Texts Using a Multi-Column Convolutional Neural Network. MedInfo (2019)