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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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Net benefit of smaller human populations to environmental integrity and individual health and wellbeingThe global human population is still growing such that our collective enterprise is driving environmental catastrophe. Despite a decline in average population growth rate, we are still experiencing the highest annual increase of global human population size in the history of our species-averaging an additional 84 million people per year since 1990.
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Pulmonary bacteriophage and cystic fibrosis airway mucus: friends or foes?For those born with cystic fibrosis (CF), hyper-concentrated mucus with a dysfunctional structure significantly impacts CF airways, providing a perfect environment for bacterial colonization and subsequent chronic infection. Early treatment with antibiotics limits the prevalence of bacterial pathogens but permanently alters the CF airway microenvironment, resulting in antibiotic resistance and other long-term consequences.
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Dysregulated Notch Signaling in the Airway Epithelium of Children with WheezeThe airway epithelium of children with wheeze is characterized by defective repair that contributes to disease pathobiology. Dysregulation of developmental processes controlled by Notch has been identified in chronic asthma. However, its role in airway epithelial cells of young children with wheeze, particularly during repair, is yet to be determined.
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Role of Tris-CaEDTA as an adjuvant with nebulised tobramycin in cystic fibrosis patients with Pseudomonas aeruginosa lung infections: A randomised controlled trialWe tested if disrupting iron utilisation by P. aeruginosa by adding the Tris-buffered chelating agent CaEDTA to nebulised tobramycin would enhance bacterial clearance and improve lung function in CF patients.
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Acute haemoptysis, fever and abdominal pain in an adolescent from northern AustraliaChristopher Asha André Dr Anita Blyth Bowen Schultz Campbell MBBS (Hons) DCH FRACP FRCPA PhD BA MBBS DCH FRACP PhD GAICD FAHMS OAM MBChB, PhD, FRACP
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The plural of anecdote is not data, please mind the gapThe COVID-19 pandemic introduced challenges to everyone in society but particularly so to every aspect of medical practice. It is bewildering how quickly the profession has had to respond to rapidly changing clinical landscape. Our well-established methods involve collecting and analyzing data to generate an evidence base which is then disseminated and implemented into routine clinical practice.
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Single-breath washout and association with structural lung disease in children with cystic fibrosisAcinar ventilation inhomogeneity measured by single-breath washout was not associated with structural lung disease on CT
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Epithelial Mesenchymal Transition in Respiratory Disease: Fact or FictionIn this translational review, the mechanisms, roles, and impact of epithelial-mesenchymal transition in chronic lung diseases are discussed
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How climate change degrades child health: A systematic review and meta-analysisChildren are more vulnerable than adults to climate-related health threats, but reviews examining how climate change affects human health have been mainly descriptive and lack an assessment of the magnitude of health effects children face. This is the first systematic review and meta-analysis that identifies which climate-health relationships pose the greatest threats to children.