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Time Utilization Among Immunization Clinics Using an Electronic Immunization Registry (Part 2): Time and Motion Study of Modified User Workflows

Samantha B Dolan, Rachel Wittenauer, Anne Njoroge, Penina Onyango, George Owiso, Jessica C Shearer, William B Lober, Shan Liu, Nancy Puttkammer, Peter Rabinowitz

JMIR Form Res 2023;7:e39777

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Integration of a Digital Health Intervention Into Immunization Clinic Workflows in Kenya: Qualitative, Realist Evaluation of Technology Usability

Samantha B Dolan, Rachel  Wittenauer, Jessica C Shearer, Anne Njoroge, Penina Onyango, George Owiso, William B Lober, Shan Liu, Nancy Puttkammer, Peter Rabinowitz

JMIR Form Res 2023;7:e39775

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Panic Attack Prediction Using Wearable Devices and Machine Learning: Development and Cohort Study

Liu et al [13] used 11 predictors for PD recurrence from past demographic, clinical, and psychosocial factors, yielding a discriminative power C statistic of 72.8%. Most clinical questionnaires can be delivered at clinics or via internet-based approaches. f MRI [14-17] compares areas of brain activation before and after a particular treatment, clarifies the structural change in PD, and predicts whether PD is comorbid with depression. However, predictions from different f MRI studies are inconsistent [18].

Chan-Hen Tsai, Pei-Chen Chen, Ding-Shan Liu, Ying-Ying Kuo, Tsung-Ting Hsieh, Dai-Lun Chiang, Feipei Lai, Chia-Tung Wu