JMIR Research Protocols

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Lessons Learned From European Health Data Projects With Cancer Use Cases: Implementation of Health Standards and Internet of Things Semantic Interoperability

Cancer is one of the main causes of death in Europe and worldwide, after cardiovascular diseases. According to the World Health Organization (WHO), cancer is the second leading cause of death and morbidity in Europe, with more than 3.7 million new cases and 1.9 million deaths each year [1].

Amelie Gyrard, Somayeh Abedian, Philip Gribbon, George Manias, Rick van Nuland, Kurt Zatloukal, Irina Emilia Nicolae, Gabriel Danciu, Septimiu Nechifor, Luis Marti-Bonmati, Pedro Mallol, Stefano Dalmiani, Serge Autexier, Mario Jendrossek, Ioannis Avramidis, Eva Garcia Alvarez, Petr Holub, Ignacio Blanquer, Anna Boden, Rada Hussein

J Med Internet Res 2025;27:e66273

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Patients’ Experiences of Digital Health Interventions for the Self-Management of Chronic Pain: Systematic Review and Thematic Synthesis

While the remaining interventions also incorporated a range of components, the main focus of the intervention was on CBT or mindfulness and meditation strategies [37,38,40,58,67], self-monitoring and symptom tracking [36,48,60,64,66,70], physical activity [35,49,57,63,68], virtual auricular point acupressure [44,61], social support [47], and shared decision-making [52,54].

Ashleigh Main, Haruno McCartney, Maryam Ibrar, Fiona Muirhead, Alexandra Mavroeidi, Harleen Kaur Rai, Roma Maguire

J Med Internet Res 2025;27:e69100

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Studying the Potential Effects of Artificial Intelligence on Physician Autonomy: Scoping Review

The main results of the included studies in each subcomponent are summarized in Textboxes 4 (for social and economic freedoms) and 5 (for clinical freedoms). For 6 of 11 subcomponents, we found mixed results concerning the potential benefits and harms of AI for physician autonomy.

John Grosser, Juliane Düvel, Lena Hasemann, Emilia Schneider, Wolfgang Greiner

JMIR AI 2025;4:e59295

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Multiparametric MRI Assessment of Morpho-Functional Muscle Changes Following a 6-Month FES-Cycling Training Program: Pilot Study in People With a Complete Spinal Cord Injury

Alfonso Mastropietro, Denis Peruzzo, Maria Giovanna Taccogna, Nicole Sanna, Nicola Casali, Roberta Nossa, Emilia Biffi, Emilia Ambrosini, Alessandra Pedrocchi, Giovanna Rizzo

JMIR Rehabil Assist Technol 2025;12:e64825

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Apps and Digital Resources for Child Neurodevelopment, Mental Health, and Well-Being: Review, Evaluation, and Reflection on Current Resources

A search of the main online app stores, i Tunes (Apple Inc, Australia) and Google Play (Google Inc, Australia), and a search of digital resources using the Google search engine was conducted from October 2023 to November 2023. To avoid a selection bias from personal Google algorithms, search histories were cleared before each search term as per previous recommendations [42].

Kelsie Ann Boulton, Makana Hilton, Emilia Sutton, Adam John Guastella

J Med Internet Res 2025;27:e58693

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Screening for Depression and Anxiety Using a Nonverbal Working Memory Task in a Sample of Older Brazilians: Observational Study of Preliminary Artificial Intelligence Model Transferability

Each had two main blocks (ie, sequences of 13 and 14 card stimuli, respectively). Of these, 25% were targets, generated pseudorandomly with certain rules: (1) ensuring a roughly even distribution of all match numbers was present across blocks, (2) ensuring match positions were roughly equally distributed across all blocks, and (3) ensuring that two consecutive blocks did not have a target on the same match position.

Alexandra Livia Georgescu, Nicholas Cummins, Emilia Molimpakis, Eduardo Giacomazzi, Joana Rodrigues Marczyk, Stefano Goria

JMIR Form Res 2024;8:e55856

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Assistive Technology to Support Dementia Management: Protocol for a Scoping Review of Reviews

The main elements of this scoping review framework include (1) review question, (2) search strategy, (3) inclusion and exclusion criteria, (4) sources of evidence selection, (5) data charting, and (6) analysis of the evidence and presentation of results. A consultation process with diverse interest-holder groups to validate and disseminate findings will be included in this review.

Chaitali Desai, Erica Dove, Jarshini Nanthakumar, Emilia Main, Heather Colquhoun, Arlene Astell, Alex Mihailidis, Natasha Layton, Amer M Burhan, Brian Chan, Rosalie H Wang

JMIR Res Protoc 2024;13:e57036

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The Portrayal of Cesarean Section on Instagram: Mixed Methods Social Media Analysis

The co-occurrence network showed 3 main word clusters representing advertisements, health facilities and providers, and health messages. The advertisements cluster seemed to be the dominant cluster (red shade, Figure 1 A). We examined the correlation of these words further by looking at words that occurred more often together than with other words (Figure 1 B).

Rana Islamiah Zahroh, Marc Cheong, Alya Hazfiarini, Martha Vazquez Corona, Fitriana Murriya Ekawati, Ova Emilia, Caroline SE Homer, Ana Pilar Betrán, Meghan A Bohren