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Deep learning models can be used for interpretation of chest radiographs

Deep Learning Models Can Help Interpret Chest Radiographs

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Models developed to detect pneumothorax, opacity, nodule or mass, fracture on frontal chest radiographs
Adults not living in metropolitan statistical areas are more likely to have reduced access to or use of health care services

Adults Not Living in Metro Areas Have Reduced Access to Care

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In unadjusted analyses, adults not living in MSA more likely to have financial burden linked to care
While affiliating with health systems may boost a rural hospital's financial viability

Services Affected by Rural Hospitals Joining Health Systems

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Reductions seen in imaging, on-site obstetric services, on-site primary care
Low clinical pretest probability and a ᴅ-dimer of less than 1

ᴅ-dimer Test Adjusted to Clinical Probability IDs Low Risk for PE

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Use of this diagnostic strategy results in reduction in use of chest imaging
Short-term exposure to fine particulate matter with diameter less than 2.5 µm is associated with increased hospital admission risks and costs

Risk for Hospital Admission Up With Short-Term PM2.5 Exposure

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Admissions for new causes, previously identified causes linked to short-term exposure to air pollution

November 2019 Briefing – Pulmonology

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Here are what the editors at HealthDay consider to be the most important developments in Pulmonology for November 2019. This roundup includes the latest...
From 1968 to 2017

Object-Related Aspiration Deaths Decreased Among Children

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1968 to 2017 saw decrease in object-related aspiration deaths among adolescents and children
For women with asthma

Asthma Exacerbations May Worsen Pregnancy Outcomes

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Risk elevated for complications, adverse perinatal outcomes, early childhood respiratory disorders
In patients with moderate-to-severe obstructive sleep apnea

Longer PAP Therapy for Apnea Reduces Medical Visits, Costs

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Increased therapy time for obstructive sleep apnea patients yields better results
U.S. life expectancy increased from 1959 to 2016 but has been decreasing since 2014

U.S. Life Expectancy Dropped Since 2014 for Working-Age Adults

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Life expectancy increased from 1959 to 2016 but began declining in 2014 among 25- to 64-year-olds