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Health Care Professionals’ Views on the Use of Passive Sensing, AI, and Machine Learning in Mental Health Care: Systematic Review With Meta-Synthesis

Health Care Professionals’ Views on the Use of Passive Sensing, AI, and Machine Learning in Mental Health Care: Systematic Review With Meta-Synthesis

However, it has been noted that stakeholder’s views are rarely considered in model design or evaluation in relation to machine learning approaches [18]. Indeed, professionals have felt that their knowledge and views have been disregarded in the design of digital health solutions or are only considered as an afterthought [19].

Jessica Rogan, Sandra Bucci, Joseph Firth

JMIR Ment Health 2024;11:e49577

Assessing YouTube as an Educational Tool for Shingles: Cross-Sectional Study

Assessing YouTube as an Educational Tool for Shingles: Cross-Sectional Study

For academic You Tube videos associated with a verified physician, the average number of views was 9676 (SD 16,888) if there was a shingles-related publication, 59,439 (SD 118,706) if there was an academic affiliation, and 42,191 (SD 184,823) if there was an h-index >10. The difference in the average number of views compared to those of videos without these characteristics was not significant (Table 2).

Teevit Dunnsiri, Takumi Kawashita, Sharon C Lee, Aaron Kumar Monga, Benjamin K P Woo

JMIR Dermatol 2020;3(1):e20338

Transitional Experiences of Internationally Qualified Midwives Practicing in Australia: Protocol for a Mixed Methods Study

Transitional Experiences of Internationally Qualified Midwives Practicing in Australia: Protocol for a Mixed Methods Study

Given the identified gap in the literature, this study aims to explore the transitional experiences and views of IQMs practicing in Australia. The objectives of this study are to investigate demographic profiles of IQMs in Australia and to explore the key challenges that promote or hinder a smooth transition into this workforce. The research questions for this study are as follows: What are the demographic characteristics of IQMs practicing midwifery in Australia?

Mitra Javanmard, Mary Steen, Rachael Vernon, Megan Cooper

JMIR Res Protoc 2019;8(6):e13406