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Journal Articles
- 2024
[j4]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: 102889 (2024)- 2021
- [j3]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: 106331 (2021) - [j2]Shirou Manabe, Toshihiro Takeda, Atsushi Hattori, Masashi Yamamoto, Yoshie Shimai, Yoshiki Namiuchi, Junji Yamaguchi, Tomomi Yamada, Shozo Konishi, Yasushi Matsumura:
Practical use of a multicenter clinical research support system connected to electronic medical records. Comput. Methods Programs Biomed. 210: 106362 (2021) - [j1]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: 103729 (2021)
Conference and Workshop Papers
- 2023
- [c21]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: 119-123 - [c20]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: 569-573 - [c19]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: 1360-1361 - 2020
- [c18]Toshihiro Takeda, Shirou Manabe, Atsushi Hattori, Junji Yamaguchi, Shozo Konishi, Yuichiro Yamamoto, Daiyo Takahashi, Yasushi Matsumura:
An Automatic Image Collection System for Multicenter Clinical Studies. MIE 2020: 23-27 - [c17]Kento Sugimoto, Toshihiro Takeda, Shoya Wada, Asuka Yamahata, Shozo Konishi, Shiro Manabe, Yasushi Matsumura:
End-to-End Approach for Structuring Radiology Reports. MIE 2020: 203-207 - 2019
- [c16]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: 423-427 - [c15]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: 1600-1601 - 2017
- [c14]Yasushi Matsumura, Atsushi Hattori, Shiro Manabe, Daiyo Takahashi, Yuichiro Yamamoto, Taizo Murata, Akito Nakagawa, Naoki Mihara, Toshihiro Takeda:
Case Report Form Reporter: A Key Component for the Integration of Electronic Medical Records and the Electronic Data Capture System. MedInfo 2017: 516-520 - [c13]Toshihiro Takeda, Kanayo Ueda, Akito Nakagawa, Shirou Manabe, Katsuki Okada, Naoki Mihara, Yasushi Matsumura:
A Document-Based EHR System That Controls the Disclosure of Clinical Documents Using an Access Control List File Based on the HL7 CDA Header. MedInfo 2017: 1238 - [c12]Shirou Manabe, Yoshie Shimai, Taizo Murata, Ayumi Fujii, Kanayo Ueda, Akito Nakagawa, Toshihiro Takeda, Naoki Mihara, Yasushi Matsumura:
Method to Identify Diagnostic Rules for Pancreatic Cancer Using Laboratory Data Based on Bayesian Estimation. MedInfo 2017: 1372 - 2016
- [c11]Eizen Kimura, Koki Hamada, Ryo Kikuchi, Koji Chida, Kazuya Okamoto, Shirou Manabe, Tomohiro Kuroda, Yasushi Matsumura, Toshihiro Takeda, Naoki Mihara:
Evaluation of Secure Computation in a Distributed Healthcare Setting. MIE 2016: 152-156 - [c10]Yasushi Matsumura, Atsushi Hattori, Shiro Manabe, Tsutomu Tsuda, Toshihiro Takeda, Katsuki Okada, Taizo Murata, Naoki Mihara:
A Strategy for Reusing the Data of Electronic Medical Record Systems for Clinical Research. MIE 2016: 297-301 - [c9]Toshihiro Takeda, Naoki Mihara, Taizo Murata, Yoshie Shimai, Katsuki Okada, Shiro Manabe, Yasushi Matsumura:
Estimating the Ratio of Patients with a Certain Disease Between Hospitals for the Allocation of Patients to Clinical Trials Using Health Insurance Claims Data in Japan. MIE 2016: 537-541 - 2015
- [c8]Yoshie Shimai, Toshihiro Takeda, Shiro Manabe, Kei Teramoto, Naoki Mihara, Yasushi Matsumura:
Development of a database and processing method for detecting hematotoxicity adverse drug events. MIE 2015: 65-69 - [c7]Toshihiro Takeda, Naoki Mihara, Rie Nakagawa, Shiro Manabe, Yoshie Shimai, Kei Teramoto, Yasushi Matsumura:
A template-based computerized instruction entry system helps the comunication between doctors and nurses. MIE 2015: 271-275 - [c6]Naoki Mihara, Kanayo Ueda, Shirou Manabe, Toshihiro Takeda, Yoshie Shimai, Hiroyuki Horishima, Taizo Murata, Ayumi Fujii, Yasushi Matsumura:
Cross-institutional document exchange system using clinical document architecture (CDA) with virtual printing method. MIE 2015: 444-448 - 2014
- [c5]Yasushi Matsumura, Atsushi Hattori, Shiro Manabe, Toshihiro Takeda, Daiyo Takahashi, Yuichiro Yamamoto, Taizo Murata, Naoki Mihara:
Interconnection of Electronic Medical Record with Clinical Data Management System by CDISC ODM. MIE 2014: 868-872 - [c4]Toshihiro Takeda, Naoki Mihara, Shiro Manabe, Yoshie Shimai, Kei Teramoto, Yasushi Matsumura:
Integrated Management of Medical Records using DACS and the Effects on Document Browsing. MIE 2014: 1215 - 2013
- [c3]Naoki Mihara, Shiro Manabe, Toshihiro Takeda, Kitamura Shinichirou, Murakami Junichi, Kiso Kouji, Yasushi Matsumura:
Development of a System for Transferring Images via a Network: Supporting a Regional Liaison. MedInfo 2013: 993 - [c2]Toshihiro Takeda, Kanayo Ueda, Shiro Manabe, Kei Teramoto, Naoki Mihara, Yasushi Matsumura:
Usage Experience with the Document Archiving and Communication System for the Storage and Retrieval of Medical Records. MedInfo 2013: 1021 - 2012
- [c1]Yasushi Matsumura, Toshihiro Takeda, Shiro Manabe, Hirokazu Saito, Kei Teramoto, Shigeki Kuwata, Naoki Mihara:
Proposal of Diagnostic Process Model for Computer Based Diagnosis. MIE 2012: 315-319
Informal and Other Publications
- 2020
- [i1]Shoya Wada, Toshihiro Takeda, Shiro Manabe, Shozo Konishi, Jun Kamohara, Yasushi Matsumura:
A pre-training technique to localize medical BERT and enhance BioBERT. CoRR abs/2005.07202 (2020)
Coauthor Index
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