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 (MedInfo, 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 (MedInfo, 2019)

End-to-End Approach for Structuring Radiology Reports. - Kento Sugimoto; Toshihiro Takeda; Shoya Wada; Asuka Yamahata; Shozo Konishi; Shiro Manabe; Yasushi Matsumura (MIE, 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)

Automatic creation of annotations for chest radiographs based on the positional information extracted from radiographic image reports. - Bowen Wang 002; Toshihiro Takeda; Kento Sugimoto; Jiahao Zhang; Shoya Wada; Shozo Konishi; Shirou Manabe; Katsuki Okada; Yasushi Matsumura (Comput. Methods Programs Biomed., 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)

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 (MedInfo, 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 (MedInfo, 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 (MedInfo, 2023)

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 (MIE, 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)