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Classifying the lifestyle status for Alzheimer’s disease from clinical notes using deep learning with weak supervision
BackgroundSince no effective therapies exist for Alzheimer’s disease (AD), prevention has become more critical through lifestyle status changes and...
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Navigating Supervision and Interprofessional Relationships in Health Psychology
Previous literature has focused on either individual models of supervision, develo** trainees’ interprofessional competencies, or on develo** and...
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Health services supervision in a protracted crisis: a qualitative study into supportive supervision practices in South Sudan
BackgroundThe health system in South Sudan faces extreme domestic resource constraints, low capacity, and protracted humanitarian crises. Supportive...
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Association between abusive supervision and nurses’ withholding voice about patient safety: the roles of impression management motivation and speak up-related climate
BackgroundAbusive supervision by the nurse manager significantly influences nurses’ withholding voice about patient safety. The role of impression...
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The effect of the clinical supervision model on nursing internship students’ nursing process-based performance: an experimental study
BackgroundThe nursing process is a systematic method for identifying the patient’s problems and planning to resolve them. It is also a crucial pillar...
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A systematic review of the types, workload, and supervision mechanism of community health workers: lessons learned for Indonesia
BackgroundCommunity health workers (CHWs) have demonstrated capability to improve various health indicators, however, many programmes require support...
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Remote real-time supervision of prehospital point-of-care ultrasound: a feasibility study
BackgroundAlthough prehospital point-of-care ultrasound (POCUS) is gaining in importance, its rapid interpretation remains challenging in prehospital...
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Application of Multi-Department Cooperation, Intelligent Prevention, and Supervision to Reduce the Incidence of Central Line-Associated Bloodstream Infections
Central line-associated bloodstream infections (CLABSIs) can result in worse outcomes and high hospitalization cost for patients. This study aimed to...
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Diagnosis and detection of pneumonia using weak-label based on X-ray images: a multi-center study
PurposeDevelopment and assessment the deep learning weakly supervised algorithm for the classification and detection pneumonia via X-ray.
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Community health workers at the dawn of a new era: 7. Recent advances in supervision
BackgroundSupervision is essential for optimizing performance and motivation of community health workers (CHWs). This paper, the seventh in our...
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The effectiveness of supervision strategies to improve health care provider practices in low- and middle-income countries: secondary analysis of a systematic review
BackgroundAlthough supervision is a ubiquitous approach to support health programs and improve health care provider (HCP) performance in low- and...
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Association between supportive supervision and performance of community health workers in India: a longitudinal multi-level analysis
IntroductionCommunity health workers (CHWs) deliver services at-scale to reduce maternal and child undernutrition, but often face inadequate support...
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Combining weakly and strongly supervised learning improves strong supervision in Gleason pattern classification
BackgroundOne challenge to train deep convolutional neural network (CNNs) models with whole slide images (WSIs) is providing the required large...
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Weak supervision as an efficient approach for automated seizure detection in electroencephalography
Automated seizure detection from electroencephalography (EEG) would improve the quality of patient care while reducing medical costs, but achieving...
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TRUSformer: improving prostate cancer detection from micro-ultrasound using attention and self-supervision
PurposeA large body of previous machine learning methods for ultrasound-based prostate cancer detection classify small regions of interest (ROIs) of...
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The individualized supervision strategy and effectiveness under the strength perspective: a pilot study for the case management model of the high-care elderly in communities
BackgroundThis study tried to improve the operational efficiency and service quality of the community case management model for the High-Care Elderly...
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Practicing Clinical Supervision in Chile: Lessons from 28 Years of Training
This article describes a model of supervision developed by Centro MIP in Santiago, Chile. This model is situated in the cultural history and legal...
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Readiness to provide child health services in rural Uttar Pradesh, India: map**, monitoring and ongoing supportive supervision
BackgroundIn 2018, 875 000 under-five children died in India with children from poor families and rural communities disproportionately affected....
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Ontology-driven and weakly supervised rare disease identification from clinical notes
BackgroundComputational text phenoty** is the practice of identifying patients with certain disorders and traits from clinical notes. Rare diseases...