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Collaborative project-based learning in global health: Enhancing competencies and skills for undergraduate nursing students
BackgroundDespite the importance of collaboration and communication in global health, existing educational approaches often rely on traditional...
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Development of a Secure Web-Based Medical Imaging Analysis Platform: The AWESOMME Project
Precision medicine research benefits from machine learning in the creation of robust models adapted to the processing of patient data. This applies...
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Efficacy of a Longitudinal Project-Based Quality Improvement Curriculum in Pediatric Cardiology Fellowship
Quality improvement knowledge is a requirement of fellowship training. Our goal was to evaluate the efficacy of a 3-year quality improvement and...
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An exposure-based implementation strategy to decrease clinician anxiety about implementing suicide prevention evidence-based practices: protocol for development and pilot testing (Project CALMER)
BackgroundClinicians often report that their own anxiety and low self-efficacy inhibit their use of evidence-based suicide prevention practices,...
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Changing prescribing practice for rapid tranquillization–a quality improvement project based on the Plan-Do-Study-Act method
PurposeIt is unclear how the evidence from clinical trials best translates into complex clinical settings. The aim of this quality improvement (QI)...
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Programmatic Costs of Project ImPACT for Children with Autism: A Time-Driven Activity Based Costing Study
Programmatic cost assessment of clinical interventions can inform future dissemination and implementation efforts. We conducted a randomized trial of...
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To Use or Not to Use: Exploring Therapists’ Experiences with Pre-Treatment EMA-Based Personalized Feedback in the TheraNet Project
Background: Using idiographic network models in psychotherapy has been a growing area of interest. However, little is known about the perceived...
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Nature-based social interventions to address loneliness among vulnerable populations: a common study protocol for three related randomized controlled trials in Barcelona, Helsinki, and Prague within the RECETAS European project
BackgroundThe negative effects of loneliness on population health and wellbeing requires interventions that transcend the medical system and leverage...
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Protocol for a sco** review study on learning plan use in undergraduate medical education
BackgroundThe current paradigm of competency-based medical education and learner-centredness requires learners to take an active role in their...
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“Currently flying blind” Stakeholders’ perceptions of implementing statewide population-based cancer staging at diagnosis into the Western Australian Cancer Registry: a rapid qualitative process evaluation of the WA Cancer Staging Project
BackgroundCancer stage at diagnosis is essential for understanding cancer outcomes, guiding cancer control activities and healthcare services, and...
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Community ECHO (Extension for Community Healthcare Outcomes) Project Promotes Cross-Sector Collaboration and Evidence-Based Trauma-Informed Care
IntroductionAdverse Childhood Experiences (ACEs) are traumatic events that occur before 18 years. ACEs, associated with increased health-risk...
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Relay learning: a physically secure framework for clinical multi-site deep learning
Big data serves as the cornerstone for constructing real-world deep learning systems across various domains. In medicine and healthcare, a single...
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Using multiple imputation and intervention-based scenarios to project the mobility of older adults
BackgroundProjections of the development of mobility limitations of older adults are needed for evidence-based policy making. The aim of this study...
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Self Directed Learning: A More Impactful Tool for Learning Tracheostomy by Medical Undergraduate?!
An educational project in medical undergraduate otorhinolaryngology teaching-learningmethodology was designed with the aimof objectively studying the...
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Engaging people with long-term health conditions in a community-based physical activity initiative: a qualitative follow-up study evaluating the parkrun PROVE project
BackgroundThe “ parkrun : running or volunteering for everyone” (PROVE) project was an example of a community-based physical activity and volunteering...
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Learning does not just happen: establishing learning principles for tools to translate resilience into practice, based on a participatory approach
BackgroundTheories of learning are of clear importance to resilience in healthcare since the ability to successfully adapt and improve patient care...
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A practical guide to the development and deployment of deep learning models for the Orthopedic surgeon: part I
Deep learning has a profound impact on daily life. As Orthopedics makes use of this rapid escalation in technology, Orthopedic surgeons will need to...
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A practical guide to the development and deployment of deep learning models for the orthopedic surgeon: part II
Deep learning has the potential to be one of the most transformative technologies to impact orthopedic surgery. Substantial innovation in this area...
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Machine learning pipeline to analyze clinical and proteomics data: experiences on a prostate cancer case
Proteomic-based analysis is used to identify biomarkers in blood samples and tissues. Data produced by devices such as mass spectrometry requires...
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Lymph node metastasis prediction and biological pathway associations underlying DCE-MRI deep learning radiomics in invasive breast cancer
BackgroundThe relationship between the biological pathways related to deep learning radiomics (DLR) and lymph node metastasis (LNM) of breast cancer...
