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Differential cell counts using center-point networks achieves human-level accuracy and efficiency over segmentationDifferential cell counts is a challenging task when applying computer vision algorithms to pathology. Existing approaches to train cell recognition require high availability of multi-class segmentation and/or bounding box annotations and suffer in performance when objects are tightly clustered.
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Quantifying malaria acquired during travel and its role in malaria elimination on Bioko IslandMalaria elimination is the goal for Bioko Island, Equatorial Guinea. Intensive interventions implemented since 2004 have reduced prevalence, but progress has stalled in recent years. A challenge for elimination has been malaria infections in residents acquired during travel to mainland Equatorial Guinea.
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Reference exome data for Australian Aboriginal populations to support health-based researchOur data set provides a useful reference point for genomic studies on Aboriginal Australians
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10-Valent pneumococcal non-typeable H. influenzae protein D conjugate vaccine versus 13-valent pneumococcal conjugate vaccine as a booster dose to broaden and strengthen protection from otitis media in Australian Aboriginal children: study protocol18 months of age infants receiving 10-valent pneumococcal Haemophilus influenzae protein D conjugate vaccine will have higher antibody levels
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Adjunctive protein synthesis inhibitor antibiotics for toxin suppression in Staphylococcus aureus infections: a systematic appraisalA summary of the literature regarding the use of adjunctive protein synthesis inhibitors for toxin suppression in the setting of S. aureus infections is presented
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Activation of ERBB4 in Glioblastoma Can Contribute to Increased Tumorigenicity and Influence Therapeutic ResponseThe functional effects of increased ERBB4 activation identify ERBB4 as a potential prognostic and therapeutic target
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Improving delivery of secondary prophylaxis for rheumatic heart disease in a high-burden setting: Outcome of a stepped-wedge, community, randomized trialThis strategy did not improve adherence to rheumatic heart disease secondary prophylaxis within the study time frame.
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Qualitative Evaluation of a Complex Intervention to Improve Rheumatic Heart Disease Secondary ProphylaxisA multifaceted intervention was implemented using quality improvement and chronic care model approaches to improve delivery of penicillin prophylaxis for rheumatic heart disease
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The school experiences of children and adolescents with type 1 diabetes in Western AustraliaElevated levels of emotional difficulties among school students with T1D and variable levels of support from school staff to assist these students to manage their diabetes at school
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Reduced heart rate variability in a treatment-seeking early psychosis sampleFindings provide preliminary evidence that early psychosis is associated with reduced heart rate variability