AIMC Topic: United States
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Metabolic cost adaptations during training with a soft exosuit assisting the hip joint.
Scientific reports
Jul 5, 2019
Different adaptation rates have been reported in studies involving ankle exoskeletons designed to reduce the metabolic cost of their wearers. This work aimed to investigate energetic adaptations occurring over multiple training sessions, while walkin...
Drone-related injuries treated at emergency departments.
The American journal of emergency medicine
Jul 3, 2019
Comparison of Machine Learning Methods With National Cardiovascular Data Registry Models for Prediction of Risk of Bleeding After Percutaneous Coronary Intervention.
JAMA network open
Jul 3, 2019
IMPORTANCE: Better prediction of major bleeding after percutaneous coronary intervention (PCI) may improve clinical decisions aimed to reduce bleeding risk. Machine learning techniques, bolstered by better selection of variables, hold promise for enh...
Linguistic summarization of in-home sensor data.
Journal of biomedical informatics
Jun 28, 2019
INTRODUCTION: With the increase in the population of older adults around the world, a significant amount of work has been done on in-home sensor technology to aid the elderly age independently. However, due to the large amounts of data generated by t...
Time Factors
United States
Fuzzy Logic
Natural Language Processing
Sample Size
Algorithms
Humans
Remote Sensing Technology
Focus Groups
Retrospective Studies
Gait
Linguistics
Aged
Monitoring, Ambulatory
Health Services for the Aged
Surveys and Questionnaires
National Library of Medicine (U.S.)
Independent Living
Neural networks versus Logistic regression for 30 days all-cause readmission prediction.
Scientific reports
Jun 26, 2019
Heart failure (HF) is one of the leading causes of hospital admissions in the US. Readmission within 30 days after a HF hospitalization is both a recognized indicator for disease progression and a source of considerable financial burden to the health...
Feasibility of Natural Language Processing-Assisted Auditing of Critical Findings in Chest Radiology.
Journal of the American College of Radiology : JACR
Jun 21, 2019
OBJECTIVE: Time-sensitive communication of critical imaging findings like pneumothorax or pulmonary embolism to referring physicians is essential for patient safety. The definitive communication is the radiology free-text report. Quality assurance in...
Academic Medical Centers
Automation
Radiology Information Systems
Radiography, Thoracic
Pilot Projects
United States
Tomography, X-Ray Computed
Humans
Natural Language Processing
Female
Machine Learning
Feasibility Studies
Sensitivity and Specificity
Research Design
Quality Improvement
Male
Retrospective Studies
A machine learning approach for predictive models of adverse events following spine surgery.
The spine journal : official journal of the North American Spine Society
Jun 20, 2019
BACKGROUND: Rates of adverse events following spine surgery vary widely by patient-, diagnosis-, and procedure-related factors. It is critical to understand the expected rates of complications and to be able to implement targeted efforts at limiting ...
Deep Learning Preoperatively Predicts Value Metrics for Primary Total Knee Arthroplasty: Development and Validation of an Artificial Neural Network Model.
The Journal of arthroplasty
Jun 20, 2019
BACKGROUND: The objective is to develop and validate an artificial neural network (ANN) that learns and predicts length of stay (LOS), inpatient charges, and discharge disposition before primary total knee arthroplasty (TKA). The secondary objective ...
Predictive Analysis of First Abbreviated New Drug Application Submission for New Chemical Entities Based on Machine Learning Methodology.
Clinical pharmacology and therapeutics
Jun 12, 2019
Generic drug products are approved by the US Food and Drug Administration (FDA) through Abbreviated New Drug Applications (ANDAs). The ANDA review and approval involves multiple offices across the FDA. Forecasting ANDA submissions can critically info...
Concepts in U.S. Food and Drug Administration Regulation of Artificial Intelligence for Medical Imaging.
AJR. American journal of roentgenology
Jun 5, 2019
Although extensive attention has been focused on the enormous potential of artificial intelligence (AI) technology, a major question remains: how should this fundamentally new technology be regulated? The purpose of this article is to provide an ove...
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