Shoya Wada

According to our database, Shoya Wada authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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, Shirou Manabe, Shozo Konishi, Jun Kamohara, Yasushi Matsumura

Artif. Intell. Medicine, 2024

Assessment of Follow-Up for Pulmonary Nodules from Radiology Reports with Natural Language Processing.

Kento Sugimoto, Shoya Wada, Shozo Konishi, Katsuki Okada, Keisuke Nakashima, Yasushi Matsumura, Toshihiro Takeda

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

Classification of Diagnostic Certainty in Radiology Reports with Deep Learning.

Kento Sugimoto, Shoya Wada, Shozo Konishi, Katsuki Okada, Shirou Manabe, Yasushi Matsumura, Toshihiro Takeda

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Development of the Clinical Specimen Information Management System for Multicenter Clinical Studies.

Katsuki Okada, Kento Sugimoto, Shoya Wada, Shozo Konishi, Shirou Manabe, Yasushi Matsumura, Toshihiro Takeda

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Implementation of a Multilingual Electronic Medical Questionnaire: For Use Inside or Outside the Hospital.

Shozo Konishi, Shirou Manabe, Yoshie Shimai, Yoshiki Namiuchi, Kento Sugimoto, Shoya Wada, Katsuki Okada, Yasushi Matsumura, Toshihiro Takeda

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2021

Extracting clinical terms from radiology reports with deep learning.

Kento Sugimoto, Toshihiro Takeda, Jong-Hoon Oh, Shoya Wada, Shozo Konishi, Asuka Yamahata, Shiro Manabe, Noriyuki Tomiyama, Takashi Matsunaga, Katsuyuki Nakanishi, Yasushi Matsumura

J. Biomed. Informatics, 2021

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

Bowen Wang, Toshihiro Takeda, Kento Sugimoto, Jiahao Zhang, Shoya Wada, Shozo Konishi, Shirou Manabe, Katsuki Okada, Yasushi Matsumura

Comput. Methods Programs Biomed., 2021

2020

A pre-training technique to localize medical BERT and enhance BioBERT.

Shoya Wada, Toshihiro Takeda, Shiro Manabe, Shozo Konishi, Jun Kamohara, Yasushi Matsumura

CoRR, 2020

End-to-End Approach for Structuring Radiology Reports.

Kento Sugimoto, Toshihiro Takeda, Shoya Wada, Asuka Yamahata, Shozo Konishi, Shiro Manabe, Yasushi Matsumura

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

2019

Extracting Symptom Names and Disease-Symptom Relationships from Web Texts Using a Multi-Column Convolutional Neural Network.

Shoya Wada, Ryu Iida, Kentaro Torisawa, Toshihiro Takeda, Shiro Manabe, Yasushi Matsumura

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

The Acquisition of Structured Clinical Data from a Document-Based Electronic Medical Record System.

Toshihiro Takeda, Dongyao Zhang, Shoya Wada, Akito Nakagawa, Kento Sugimoto, Shirou Manabe, Yasushi Matsumura

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019