Publications by authors named "Shoya Wada"

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Automated Detection of Cancer-Suspicious Findings in Japanese Radiology Reports with Natural Language Processing: A Multicenter Study.
Kento Sugimoto, Shoya Wada, Shozo Konishi, Junya Sato, Katsuki Okada

J Imaging Inform Med· October 2025

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ILD-Slider: A Parameter-Efficient Model for Identifying Progressive Fibrosing Interstitial Lung Disease from Chest CT Slices.
Jiahao Zhang, Shoya Wada, Kento Sugimoto, Takayuki Niitsu, Kiyoharu Fukushima

J Imaging· October 2025

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EMR-Integrated Data Retrieval System: Reducing Workload in Adverse Drug Event Reporting.
Shozo Konishi, Kento Sugimoto, Ryoichi Asai, Yuki Yoshioka, Shoya Wada

Stud Health Technol Inform· August 2025

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GS1 and RFID Integration for Enhanced Medical Device Traceability in Catheterisation Laboratories.
Shozo Konishi, Yuma Tanaka, Kento Sugimoto, Shoya Wada, Katsuki Okada

Stud Health Technol Inform· August 2025

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A Hybrid Natural Language Processing Platform for Multi-Site RWD Studies.
Kento Sugimoto, Yasushi Matsumura, Shoya Wada, Shozo Konishi, Katsuki Okada

Stud Health Technol Inform· August 2025

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Improving MedDRA/J Coding Accuracy with a Fine-Tuned Text Embedding Model.
Shoya Wada, Masaharu Okamoto, Kento Sugimoto, Yasushi Matsumura, Katsuki Okada

Stud Health Technol Inform· August 2025

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Automated Access Control System for Pediatric Ward Safety: Workflow Impact.
Shozo Konishi, Kana Kodama, Kento Sugimoto, Shoya Wada, Katsuki Okada

Stud Health Technol Inform· May 2025

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Assessment of Follow-Up for Pulmonary Nodules from Radiology Reports with Natural Language Processing.
Kento Sugimoto, Shoya Wada, Shozo Konishi, Katsuki Okada, Keisuke Nakashima

Stud Health Technol Inform· August 2024

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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

Artif Intell Med· July 2024

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Development of the Clinical Specimen Information Management System for Multicenter Clinical Studies.
Katsuki Okada, Kento Sugimoto, Shoya Wada, Shozo Konishi, Shirou Manabe

Stud Health Technol Inform· January 2024

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Classification of Diagnostic Certainty in Radiology Reports with Deep Learning.
Kento Sugimoto, Shoya Wada, Shozo Konishi, Katsuki Okada, Shirou Manabe

Stud Health Technol Inform· January 2024

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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

Stud Health Technol Inform· January 2024

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Extracting Clinical Information From Japanese Radiology Reports Using a 2-Stage Deep Learning Approach: Algorithm Development and Validation.
Kento Sugimoto, Shoya Wada, Shozo Konishi, Katsuki Okada, Shirou Manabe

JMIR Med Inform· November 2023

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Impact of an Electronic Medical Record-Connected Questionnaire on Efficient Nursing Documentation: Usability and Efficacy Study.
Kana Kodama, Shozo Konishi, Shirou Manabe, Katsuki Okada, Junji Yamaguchi, Shoya Wada

JMIR Nurs· September 2023

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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

Comput Methods Programs Biomed· September 2021

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Extracting clinical terms from radiology reports with deep learning.
Kento Sugimoto, Toshihiro Takeda, Jong-Hoon Oh, Shoya Wada, Shozo Konishi

J Biomed Inform· April 2021

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End-to-End Approach for Structuring Radiology Reports.
Kento Sugimoto, Toshihiro Takeda, Shoya Wada, Asuka Yamahata, Shozo Konishi

Stud Health Technol Inform· June 2020

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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

Stud Health Technol Inform· August 2019

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The Acquisition of Structured Clinical Data from a Document-Based Electronic Medical Record System.
Toshihiro Takeda, Dongyao Zhang, Shoya Wada, Akito Nakagawa, Kento Sugimoto

Stud Health Technol Inform· August 2019

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Rhinocerebral Mucormycosis With Temporal Artery Thrombosis in an Adolescent Following HLA-haploidentical Stem Cell Transplantation.
Yuta Kawahara, Shoya Wada, Hitomi Nijima, Tomomi Hayase, Rieko Furukawa

J Pediatr Hematol Oncol· October 2018

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Mesalazine allergy in a boy with ulcerative colitis: clinical usefulness of mucosal biopsy criteria.
Shoya Wada, Hideki Kumagai, Koji Yokoyama, Takane Ito, Akihiko Miyauchi

Clin J Gastroenterol· October 2016

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