AIMC Topic: United States

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Characterizing Subgroups of High-Need, High-Cost Patients Based on Their Clinical Conditions: a Machine Learning-Based Analysis of Medicaid Claims Data.

Journal of general internal medicine Aug 1, 2019
Humans Machine Learning Female Health Services Needs and Demand Health Care Costs Medicaid Insurance Claim Review Adult Male Middle Aged United States
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Machine Learning Prediction Models for In-Hospital Mortality After Transcatheter Aortic Valve Replacement.

JACC. Cardiovascular interventions Jul 22, 2019
OBJECTIVES: This study sought to develop and compare an array of machine learning methods to predict in-hospital mortality after transcatheter aortic valve replacement (TAVR) in the United States.
Male Risk Assessment Hospital Mortality United States Risk Factors Aged Aged, 80 and over Treatment Outcome Predictive Value of Tests Transcatheter Aortic Valve Replacement Humans Machine Learning Decision Support Techniques Databases, Factual Clinical Decision-Making Female
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Artificial neural networks can predict trauma volume and acuity regardless of center size and geography: A multicenter study.

The journal of trauma and acute care surgery Jul 1, 2019
BACKGROUND: Trauma has long been considered unpredictable. Artificial neural networks (ANN) have recently shown the ability to predict admission volume, acuity, and operative needs at a single trauma center with very high reliability. This model has ...
Neural Networks, Computer United States Bayes Theorem Injury Severity Score Humans Wounds and Injuries Trauma Centers Geography, Medical
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Bundled Care for Hip Fractures: A Machine-Learning Approach to an Untenable Patient-Specific Payment Model.

Journal of orthopaedic trauma Jul 1, 2019
OBJECTIVES: With the transition to a value-based model of care delivery, bundled payment models have been implemented with demonstrated success in elective lower extremity joint arthroplasty. Yet, hip fracture outcomes are dependent on patient-level ...
Health Care Costs Health Expenditures Hip Fractures Arthroplasty, Replacement, Hip Male Middle Aged Length of Stay Humans United States Machine Learning Bayes Theorem Female Medicare Aged Patient Care Bundles
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Artificial Intelligence in Health Care: Will the Value Match the Hype?

JAMA Jun 18, 2019
Health Behavior Humans Delivery of Health Care Decision Making, Computer-Assisted United States Organizational Innovation Diffusion of Innovation Artificial Intelligence
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Current Trends in Robotics in Nursing Patents-A Glimpse Into Emerging Innovations.

Computers, informatics, nursing : CIN Jun 1, 2019
The purpose of this study was to describe the current evidence found through a patent search about robotics used to assist nurses in providing care. The authors used a modified seven-step strategy of searching patents according to the US Patent and T...
Nursing Care Humans United States Patents as Topic Forecasting Robotics Inventions
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Measuring Exposure to Incarceration Using the Electronic Health Record.

Medical care Jun 1, 2019
BACKGROUND: Electronic health records (EHRs) are a rich source of health information; however social determinants of health, including incarceration, and how they impact health and health care disparities can be hard to extract.
Electronic Health Records Veterans Female Administrative Claims, Healthcare Adult Humans Prisoners Sensitivity and Specificity Self Report Male Ethnicity United States Middle Aged Information Storage and Retrieval Natural Language Processing Cohort Studies United States Department of Veterans Affairs Medicare
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Combining Natural Language Processing of Electronic Medical Notes With Administrative Data to Determine Racial/Ethnic Differences in the Disclosure and Documentation of Military Sexual Trauma in Veterans.

Medical care Jun 1, 2019
BACKGROUND: Despite national screening efforts, military sexual trauma (MST) is underreported. Little is known of racial/ethnic differences in MST reporting in the Veterans Health Administration (VHA).
Sex Offenses Natural Language Processing Documentation United States Department of Veterans Affairs Veterans Male Middle Aged United States Humans Disclosure Retrospective Studies Female Adult
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Is Watson for Oncology Unreasonably Dangerous?: Making A Case for How to Prove Products Liability Based on a Flawed Artificial Intelligence Design.

American journal of law & medicine May 1, 2019
Artificial intelligence (AI) machines hold the world's curiosity captive. Futuristic television shows like West World are set in desert lands against pink sunsets where sleek, autonomous AI fulfill every human need, desire, and kink. But I, Robot, a ...
Medical Oncology Decision Making, Computer-Assisted Humans United States Artificial Intelligence Equipment Design Liability, Legal
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The Role of the ACR Data Science Institute in Advancing Health Equity in Radiology.

Journal of the American College of Radiology : JACR Apr 1, 2019
Commercially available artificial intelligence (AI) algorithms outside of health care have been shown to be susceptible to ethnic, gender, and social bias, which has important implications in the development of AI algorithms in health care and the ra...
Radiology Male Program Evaluation Humans Data Science Healthcare Disparities Program Development Artificial Intelligence United States Outcome Assessment, Health Care Female Health Equity
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