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Generating Synthetic Electronic Health Record Data Using Generative Adversarial Networks: Tutorial
This tutorial paper aims to fill that gap by providing a sequence of step-by-step instructions, supported by complementary demo code, to assist those practitioners who are not specialized in this area to effectively translate state-of-the-art research in synthetic EHR data to practical applications. This tutorial is designed with the expectation that readers have a basic understanding of ML concepts and proficiency in Python programming.
JMIR AI 2024;3:e52615
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However, gaps in comprehensive tutorials including complete codesets with relevant tutorial data are less well disseminated. Tutorials that move beyond simulated data or laboratory-based samples to real-world health care data sets might add to the understanding of these important methods while catalyzing the modeling community to apply these guides directly in their work using the published code.
JMIR AI 2023;2:e49023
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Assessing Facilitator Fidelity to Principles of Public Deliberation: Tutorial
The purpose of this tutorial, therefore, is to present the blueprint we developed to systematically assess facilitator remarks made during a public deliberation about the acceptability of allowing minor consent for biomedical HIV prevention research. We briefly describe the deliberation, present the coding templates, list the analytic procedures, describe the assessment results from 1 deliberation site, and provide examples of how the assessment results were used to optimize future deliberations.
JMIR Form Res 2023;7:e51202
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An Emerging Screening Method for Interrogating Human Brain Function: Tutorial
tutorialTutorial TutorialAn Emerging Screening Method for Interrogating Human Brain Function: Tutorial
JMIR Form Res 2023;7:e37269
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Creating a Successful Virtual Reality–Based Medical Simulation Environment: Tutorial
Through our experience launching VR-based clinical simulation sessions in hospitals such as the Sunnybrook Health Sciences Centre, the Hospital for Sick Children, and the Sunnybrook Canadian Simulation Centre, this tutorial aims to provide educators with a series of practical suggestions for designing and implementing VR-based medical education sessions (Textbox 1).
JMIR Med Educ 2023;9:e41090
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tutorialTutorialUnderstanding Uptake of Digital Health Products: Methodology Tutorial for a Discrete Choice Experiment
J Med Internet Res 2021;23(10):e32365
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This tutorial aims to help clinical researchers transition their in-person research programs to a web-based format during the pandemic and beyond. To our knowledge, no literature exists on how to navigate the steps required to transition a randomized controlled trial (RCT), designed for in-person delivery, to an online world. No one has outlined, for example, contacts with sponsors and research ethics boards, recruitment procedures, or informed consent changes.
J Med Internet Res 2021;23(4):e25502
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Building a Secure Biomedical Data Sharing Decentralized App (DApp): Tutorial
This tutorial presents a mobile i OS DApp that allows a research study participant (participant) to share useful features of their location data derived from global positioning system (GPS) coordinates, or geocoordinates, with a research team (third party), without revealing their raw GPS coordinates.
J Med Internet Res 2019;21(10):e13601
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