AIMC Topic: United States
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Residents' Views on the Impact of Robotic Surgery on General Surgery Education.
Journal of surgical education
Oct 20, 2020
OBJECTIVE: The use of the da Vinci Robot has been fast growing in general surgery in the United States over the past decade. While the financial cost of robot-assisted procedures has been studied, there has been limited research on the educational co...
Industry ties and evidence in public comments on the FDA framework for modifications to artificial intelligence/machine learning-based medical devices: a cross sectional study.
BMJ open
Oct 14, 2020
OBJECTIVES: To determine the extent and disclosure of financial ties to industry and use of scientific evidence in comments on a US Food and Drug Administration (FDA) regulatory framework for modifications to artificial intelligence/machine learning ...
Utilization of Deep Learning for Subphenotype Identification in Sepsis-Associated Acute Kidney Injury.
Clinical journal of the American Society of Nephrology : CJASN
Oct 8, 2020
BACKGROUND AND OBJECTIVES: Sepsis-associated AKI is a heterogeneous clinical entity. We aimed to agnostically identify sepsis-associated AKI subphenotypes using deep learning on routinely collected data in electronic health records.
Databases, Factual
Prognosis
Acute Kidney Injury
Electronic Health Records
Humans
Phenotype
Comorbidity
Deep Learning
Sepsis
Renal Dialysis
Female
Aged
Male
Middle Aged
Blood Urea Nitrogen
Leukocyte Count
Simplified Acute Physiology Score
Alanine Transaminase
Glutamyl Aminopeptidase
Bilirubin
United States
Lactic Acid
Creatinine
Liver Diseases
L-Lactate Dehydrogenase
Exploring the Intersection between Social Determinants of Health and Unmet Dental Care Needs Using Deep Learning.
International journal of environmental research and public health
Oct 6, 2020
The goals of this study were to develop a risk prediction model in unmet dental care needs and to explore the intersection between social determinants of health and unmet dental care needs in the United States. Data from the 2016 Medical Expenditure ...
Prediction and analysis of Corona Virus Disease 2019.
PloS one
Oct 5, 2020
The outbreak of Corona Virus Disease 2019 (COVID-19) in Wuhan has significantly impacted the economy and society globally. Countries are in a strict state of prevention and control of this pandemic. In this study, the development trend analysis of th...
Using machine learning to create prognostic systems for endometrial cancer.
Gynecologic oncology
Oct 2, 2020
OBJECTIVE: We used a novel machine learning algorithm to develop a precision prognostication system for endometrial cancer.
Estimating Nonfatal Gunshot Injury Locations With Natural Language Processing and Machine Learning Models.
JAMA network open
Oct 1, 2020
IMPORTANCE: Nonfatal gunshot injuries are the most common firearm injury, but where they frequently occur remains unclear owing to data limitations. Natural language processing can be applied to medical text narratives of gunshot injury records to cl...
A Demonstration of Machine Learning in Detecting Frequency Following Responses in American Neonates.
Perceptual and motor skills
Sep 22, 2020
In this study, we sought to evaluate the efficiencies of multiple machine learning algorithms in detecting neonates' Frequency Following Responses (FFRs). We recorded continuous brainwaves from 43 American neonates in response to a pre-recorded monos...
Population demographics in geographic proximity to hospitals with robotic platforms do not correlate with disparities in access to robotic surgery.
Surgical endoscopy
Sep 21, 2020
BACKGROUND: Disparities in access to robotic surgery have been shown on the local, regional, and national level. This study aims to see if the location of hospitals with robotic platforms (HWR) correlates with population trends to explain the dispari...
Artificial Intelligence and Stroke Imaging: A West Coast Perspective.
Neuroimaging clinics of North America
Sep 18, 2020
Artificial intelligence (AI) advancements have significant implications for medical imaging. Stroke is the leading cause of disability and the fifth leading cause of death in the United States. AI applications for stroke imaging are a topic of intens...
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