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Early Diagnosis of Hereditary Angioedema in Japan Based on a US Medical Dataset: Algorithm Development and Validation

Early Diagnosis of Hereditary Angioedema in Japan Based on a US Medical Dataset: Algorithm Development and Validation

In this study, we aimed to develop an artificial intelligence (AI) model that can detect suspected patients with HAE using medical history data (claims and electronic medical records [EMRs]) in the United States. We then sought to validate the model’s performance in detecting HAE cases. In addition, we conducted a pilot study at Kyoto University Hospital (KUHP) using the EMR data to verify the model’s applicability to medical data obtained from the Japanese population.

Kouhei Yamashita, Yuji Nomoto, Tomoya Hirose, Akira Yutani, Akira Okada, Nayu Watanabe, Ken Suzuki, Munenori Senzaki, Tomohiro Kuroda

JMIR Med Inform 2024;12:e59858

A Novel Electronic Record System for Documentation and Efficient Workflow for Community Health Workers: Development and Usability Study

A Novel Electronic Record System for Documentation and Efficient Workflow for Community Health Workers: Development and Usability Study

The data captured by this system extend beyond the conventional medical needs captured by existing EMRs while providing the required flexibility necessary for the ever-changing needs in communities. Finally, it provides a platform to document and quantify community-related information from the needs of individual members to the presence of key partner organizations positioned to meet these needs.

Harshdeep Acharya, Kevin J Sykes, Ton Mirás Neira, Angela Scott, Christina M Pacheco, Matthew Sanner, Elizabeth Ablah, Kevin Oyowe, Edward F Ellerbeck, K Allen Greiner, Erin A Corriveau, Sarah Finocchario-Kessler

JMIR Form Res 2024;8:e52920

The Effect of an Electronic Medical Record–Based Clinical Decision Support System on Adherence to Clinical Protocols in Inflammatory Bowel Disease Care: Interrupted Time Series Study

The Effect of an Electronic Medical Record–Based Clinical Decision Support System on Adherence to Clinical Protocols in Inflammatory Bowel Disease Care: Interrupted Time Series Study

There are thousands of CDS projects built and deployed within commercial EMRs [13,14], yet there are few published evaluations of EMR-based CDSSsfor IBD [15,16]. Consequently, the objective of this pilot study was to evaluate the effectiveness and provider acceptance of an EMR-integrated CDSS in the context of IBD. This study received approval from the University of Alberta Health Research Ethics Board (Pro00083538).

Reed Taylor Sutton, Kaitlyn Delaney Chappell, David Pincock, Daniel Sadowski, Daniel C Baumgart, Karen Ivy Kroeker

JMIR Med Inform 2024;12:e55314

The Current Status of Secondary Use of Claims, Electronic Medical Records, and Electronic Health Records in Epidemiology in Japan: Narrative Literature Review

The Current Status of Secondary Use of Claims, Electronic Medical Records, and Electronic Health Records in Epidemiology in Japan: Narrative Literature Review

Medical claims data, electronic medical records (EMRs), and electronic health records (EHRs) are familiar sources of real-world data (RWD). They are often used secondarily to complement limitations in clinical trials. For example, they can characterize patient subgroups that are excluded from clinical trials by following eligibility criteria such as comorbidities or age.

Yang Zhao, Tadashi Tsubota

JMIR Med Inform 2023;11:e39876

Implementation of a Work-Related Asthma Screening Questionnaire in Clinical Settings: Multimethods Study

Implementation of a Work-Related Asthma Screening Questionnaire in Clinical Settings: Multimethods Study

For example, they found it difficult to document occupational history in the EMRs. A tool that fills these gaps and provides an opportunity for these data to be recorded would provide a major benefit to clinical practice. Tools that present data in a unique manner, such as through visualizations of the data, benefit practice.

Madison MacKinnon, Max Moloney, Emma Bullock, Alison Morra, Teresa To, Catherine Lemiere, M Diane Lougheed

JMIR Form Res 2022;6(9):e37503

Open Access as a Revolution: Knowledge Alters Power

Open Access as a Revolution: Knowledge Alters Power

In the technological category, these developments include the arrival of electronic medical records (EMRs) and government mandates, particularly in the United States.

Dave DeBronkart

J Med Internet Res 2019;21(12):e16368