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A Contribution to Measure Partnership Trust in Community-Based Participatory Research and Interventions With Latinx Communities in the United States ...
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Clinician and healthcare managers’ perspectives on the delivery of secondary and tertiary pediatric weight management services ...
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Using Natural Language Processing to Measure and Improve Quality of Diabetes Care: A Systematic Review ...
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A Contribution to Measure Partnership Trust in Community-Based Participatory Research and Interventions With Latinx Communities in the United States ...
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Voice Analysis of Cancer Experiences Among Patients With Breast Cancer: VOICE-BC ...
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The Relationship Between Language Barrier in Non-Arabic Nurses and Anxiety in Cardiovascular Patients: A Cross-Sectional Descriptive Study ...
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The Portuguese Performance Assessment of Self-Care Skills Measure: Validity and Reliability ...
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Voice Analysis of Cancer Experiences Among Patients With Breast Cancer: VOICE-BC ...
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Abstract:
Patient experience literature in early-stage breast cancer (eBC) is limited. This study used a mixed-methods approach to examine patient conversations from public online forums to identify and evaluate eBC-related themes. Among 60,000 eBC-related posts published September 2014–2019, text from a random subset of 15,000 posts was extracted and grouped into linguistically similar, mutually exclusive clusters using an advanced natural language processing (NLP) algorithm. Clusters were characterized using four quantitative metrics: betweenness centrality (linguistic similarity to other areas of the cluster network), sentiment (general attitude toward a topic), recency (average date of posts), and volume (total number of posts). This analysis represented 3906 unique users (67% and 33% obtained from cancer–specific and general health/nonhealth forums, respectively). Of the 27 clusters identified, most important were “discussing recurrence & progression,” “understanding diagnosis & prognosis,” and ...
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Keyword:
111708 Health and Community Services; FOS Health sciences; Medicine
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URL: https://sage.figshare.com/collections/Voice_Analysis_of_Cancer_Experiences_Among_Patients_With_Breast_Cancer_VOICE-BC/5663432/1 https://dx.doi.org/10.25384/sage.c.5663432.v1
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Chronic Illness Management in Culturally and Linguistically Diverse Patients: Exploring the Needs, Access, and Understanding of Information ...
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Sources of information and the use of mobile applications for health and parenting information during pregnancy: Implications for health promotion ...
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Clinician and healthcare managers’ perspectives on the delivery of secondary and tertiary pediatric weight management services ...
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Sources of information and the use of mobile applications for health and parenting information during pregnancy: Implications for health promotion ...
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The Relationship Between Language Barrier in Non-Arabic Nurses and Anxiety in Cardiovascular Patients: A Cross-Sectional Descriptive Study ...
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Using Natural Language Processing to Measure and Improve Quality of Diabetes Care: A Systematic Review ...
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Chronic Illness Management in Culturally and Linguistically Diverse Patients: Exploring the Needs, Access, and Understanding of Information ...
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The Portuguese Performance Assessment of Self-Care Skills Measure: Validity and Reliability ...
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Quantifying Holistic Capacity Response and Healthcare Resilience in Tackling COVID-19: Assessment of Country Capacity by MCDM ...
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Quantifying Holistic Capacity Response and Healthcare Resilience in Tackling COVID-19: Assessment of Country Capacity by MCDM ...
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Quantifying Holistic Capacity Response and Healthcare Resilience in Tackling COVID-19: Assessment of Country Capacity by MCDM.xlsx ...
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