AIMC Topic: Philadelphia

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Clinician Experiences With Ambient Scribe Technology to Assist With Documentation Burden and Efficiency.

JAMA network open Feb 3, 2025
IMPORTANCE: Timely evaluation of ambient scribing technology is warranted to assess whether this technology can lessen the burden of clinical documentation on clinicians.
Humans Artificial Intelligence Prospective Studies Quality Improvement Documentation Philadelphia Physician Assistants Electronic Health Records Female Male Middle Aged
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Charting a Path to the Quintuple Aim: Harnessing AI to Address Social Determinants of Health.

International journal of environmental research and public health May 31, 2024
The Quintuple Aim seeks to improve healthcare by addressing social determinants of health (SDOHs), which are responsible for 70-80% of medical outcomes. SDOH-related concerns have traditionally been addressed through referrals to social workers and c...
Delivery of Health Care Social Determinants of Health Philadelphia Humans Artificial Intelligence
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Assessing alternative methods for unsupervised segmentation of urban vegetation in very high-resolution multispectral aerial imagery.

PloS one May 7, 2020
To analyze types and patterns of greening trends across a city, this study seeks to identify a method of creating very high-resolution urban vegetation maps that scales over space and time. Vegetation poses unique challenges for image segmentation be...
Parks, Recreational Poaceae Trees Soil Data Accuracy Humans Cities Neural Networks, Computer Philadelphia Cluster Analysis Normal Distribution Models, Statistical City Planning Water Resources
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Deep Learning Based on MR Imaging for Predicting Outcome of Uterine Fibroid Embolization.

Journal of vascular and interventional radiology : JVIR May 4, 2020
PURPOSE: To develop and validate a deep learning model based on routine magnetic resonance (MR) imaging obtained before uterine fibroid embolization to predict procedure outcome.
Clinical Decision-Making Female Reproducibility of Results Aged Humans Retrospective Studies Treatment Outcome Magnetic Resonance Imaging Predictive Value of Tests Uterine Neoplasms Adult Middle Aged Diagnosis, Computer-Assisted Deep Learning Leiomyoma Uterine Artery Embolization Image Interpretation, Computer-Assisted Observer Variation Philadelphia
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Artificial Intelligence Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Origin at Chest CT.

Radiology Apr 27, 2020
Background Coronavirus disease 2019 (COVID-19) and pneumonia of other diseases share similar CT characteristics, which contributes to the challenges in differentiating them with high accuracy. Purpose To establish and evaluate an artificial intellige...
Pneumonia, Viral Diagnosis, Differential Pneumonia Radiologists Coronavirus Infections Radiography, Thoracic Philadelphia Rhode Island Betacoronavirus China Adolescent Child, Preschool Child Middle Aged Infant Infant, Newborn Lung Young Adult SARS-CoV-2 COVID-19 Adult Humans Aged Retrospective Studies Aged, 80 and over Sensitivity and Specificity Artificial Intelligence Tomography, X-Ray Computed Male Pandemics Female
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Alcohol outlets and firearm violence: a place-based case-control study using satellite imagery and machine learning.

Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention Aug 29, 2019
INTRODUCTION: This article proposes a novel method for matching places based on visual similarity, using high-resolution satellite imagery and machine learning. This approach strengthens comparisons when the built environment is a potential confounde...
Wounds, Gunshot Humans Machine Learning Case-Control Studies Philadelphia Urban Population Firearms Residence Characteristics Violence Alcoholic Beverages Satellite Imagery Commerce
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Association of Reduced Nicotine Content Cigarettes With Smoking Behaviors and Biomarkers of Exposure Among Slow and Fast Nicotine Metabolizers: A Nonrandomized Clinical Trial.

JAMA network open Aug 24, 2018
IMPORTANCE: The US Food and Drug Administration (FDA) has announced its intention to reduce the nicotine content in combustible cigarettes but must base regulation on public health benefits. Fast nicotine metabolizers may be at risk for increased smo...
Tobacco Use Disorder Carbon Monoxide Nicotinic Agonists Philadelphia Middle Aged Tobacco Products Humans Aged Nicotine Academic Medical Centers Biomarkers Young Adult Creatinine Linear Models Female Adult Smoking Male
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Automated cooling tower detection through deep learning for Legionnaires' disease outbreak investigations: a model development and validation study.

The Lancet. Digital health Jul 1, 2024
BACKGROUND: Cooling towers containing Legionella spp are a high-risk source of Legionnaires' disease outbreaks. Manually locating cooling towers from aerial imagery during outbreak investigations requires expertise, is labour intensive, and can be pr...
Legionnaires' Disease Air Conditioning Legionella Satellite Imagery Humans Disease Outbreaks Deep Learning New York Philadelphia
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