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Privacy-Preserving Deep Learning for the Detection of Protected Health Information in Real-World Data: Comparative Evaluation

Privacy-Preserving Deep Learning for the Detection of Protected Health Information in Real-World Data: Comparative Evaluation

Hence, this method is not suitable for protecting local data but enables fast training with full information integration.Figure 2Nonprotected training with shared data.Semiprotective Round Robin TrainingAn initial step toward privacy protecting training is

Sven Festag, Cord Spreckelsen

JMIR Form Res 2020;4(5):e14064

Smartphone Apps to Support Coordinated Specialty Care for Prodromal and Early Course Schizophrenia Disorders: Systematic Review

Smartphone Apps to Support Coordinated Specialty Care for Prodromal and Early Course Schizophrenia Disorders: Systematic Review

final set as well as the original 32 articles, 21 articles met the full inclusion criteria and are reviewed here (Figure 1).Figure 1Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) flow diagram.ResultsClinical High RiskProtocolThe Robin

Erica Camacho, Leonard Levin, John Torous

J Med Internet Res 2019;21(11):e16393

Learning to Read by Learning to Write: Evaluation of a Serious Game to Foster Business Process Model Comprehension

Learning to Read by Learning to Write: Evaluation of a Serious Game to Foster Business Process Model Comprehension

The participants were divided into two groups (ie, control group and game group) using the round-robin approach (ie, alternating assignment into one of the two groups).

Michael Winter, Rüdiger Pryss, Thomas Probst, Manfred Reichert

JMIR Serious Games 2020;8(1):e15374

Usable Mobile App for Community Education on Colorectal Cancer: Development Process and Usability Study

Usable Mobile App for Community Education on Colorectal Cancer: Development Process and Usability Study

This technique was developed by Delbecq and Van de Ven and comprises 4 key stages: silent generation, round robin, clarification, and voting (ranking or rating) [11].The NGT participants consist of the following:one public health physicianone gastroenterologistone

Muhamad Fadhil Mohamad Marzuki, Nor Azwany Yaacob, Najib Majdi bin Yaacob, Muhammad Radzi Abu Hassan, Shahrul Bariyah Ahmad

JMIR Hum Factors 2019;6(2):e12103

Identifying Treatment Modalities for a Multidisciplinary and Blended Care Intervention for Patients With Moderate Medically Unexplained Physical Symptoms: Qualitative Study Among Professionals

Identifying Treatment Modalities for a Multidisciplinary and Blended Care Intervention for Patients With Moderate Medically Unexplained Physical Symptoms: Qualitative Study Among Professionals

The second step was a round-robin format, where all participants shared their ideas one by one with the group. One participant at the time stated a single idea, which was presented on a screen in front of the group by the facilitator.

Paula Elisabeth van Westrienen, Martijn F Pisters, Marloes Gerrits, Cindy Veenhof, Niek J de Wit

JMIR Ment Health 2019;6(4):e12203

Improving Primary Health Care in Chronic Musculoskeletal Conditions through Digital Media: The PEOPLE Meeting

Improving Primary Health Care in Chronic Musculoskeletal Conditions through Digital Media: The PEOPLE Meeting

Robin Roots, who presented her research on rural and remote rehabilitation practice. The final presentation discussed the use of digital media from a physician’s perspective (by Dr. Preston Wiley).

Linda C Li, Cheryl Cott, C Allyson Jones, Elizabeth M Badley, Aileen M Davis, PEOPLE Meeting Participants

JMIR Res Protoc 2013;2(1):e13