Oversampling effect in pretraining for bidirectional encoder representations from transformers (BERT) to localize medical BERT and enhance biomedical BERT.

[BibT_eX]

[DOI]

Shoya Wada

Toshihiro Takeda

Artif. Intell. Medicine, 2024

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2021

Extracting clinical terms from radiology reports with deep learning.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2021

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

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2021

Practical use of a multicenter clinical research support system connected to electronic medical records.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2021

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Process Approach for Managing Health Information System-Induced Medication Errors.

[BibT_eX]

[DOI]

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

An Automatic Image Collection System for Multicenter Clinical Studies.

[BibT_eX]

[DOI]

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

End-to-End Approach for Structuring Radiology Reports.

[BibT_eX]

[DOI]

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

Physiological Modeling of Concentration-Effect Relationship for Nondepolarizing Neuromuscular Blocking Drugs.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

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

[BibT_eX]

[DOI]

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

Evaluation of Treatment Success Rate Among Antihyperuricemic Using Real-World Data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2017

A Document-Based EHR System That Controls the Disclosure of Clinical Documents Using an Access Control List File Based on the HL7 CDA Header.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Case Report Form Reporter: A Key Component for the Integration of Electronic Medical Records and the Electronic Data Capture System.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Method to Identify Diagnostic Rules for Pancreatic Cancer Using Laboratory Data Based on Bayesian Estimation.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016

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.

[BibT_eX]

[DOI]

Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

A Strategy for Reusing the Data of Electronic Medical Record Systems for Clinical Research.

[BibT_eX]

[DOI]

Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

Evaluation of Secure Computation in a Distributed Healthcare Setting.

[BibT_eX]

[DOI]

Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

2015

A template-based computerized instruction entry system helps the comunication between doctors and nurses.

[BibT_eX]

[DOI]

Proceedings of the Digital Healthcare Empowering Europeans, 2015

Development of a database and processing method for detecting hematotoxicity adverse drug events.

[BibT_eX]

[DOI]

Proceedings of the Digital Healthcare Empowering Europeans, 2015

Cross-institutional document exchange system using clinical document architecture (CDA) with virtual printing method.

[BibT_eX]

[DOI]

Proceedings of the Digital Healthcare Empowering Europeans, 2015

2014

Integrated Management of Medical Records using DACS and the Effects on Document Browsing.

[BibT_eX]

Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Interconnection of Electronic Medical Record with Clinical Data Management System by CDISC ODM.

[BibT_eX]

[DOI]

Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

CHARMing Clinical Pathways - Modeling of Clinical Pathways based on the Goal-Oriented Ontological Framework CHARM.

[BibT_eX]

[DOI]

Proceedings of the HEALTHINF 2014, 2014

2013