AIMC Journal:
Journal of the American Medical Informatics Association : JAMIA

Showing 271 to 280 of 493 articles

Enhancing trust in AI through industry self-governance.

Journal of the American Medical Informatics Association : JAMIA Jul 14, 2021
Artificial intelligence (AI) is critical to harnessing value from exponentially growing health and healthcare data. Expectations are high for AI solutions to effectively address current health challenges. However, there have been prior periods of ent...
Accreditation Trust Health Facilities Artificial Intelligence Delivery of Health Care
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Public vs physician views of liability for artificial intelligence in health care.

Journal of the American Medical Informatics Association : JAMIA Jul 14, 2021
The growing use of artificial intelligence (AI) in health care has raised questions about who should be held liable for medical errors that result from care delivered jointly by physicians and algorithms. In this survey study comparing views of physi...
Health Facilities Humans Delivery of Health Care Physicians Artificial Intelligence
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Transfer learning for mobile real-time face mask detection and localization.

Journal of the American Medical Informatics Association : JAMIA Jul 14, 2021
OBJECTIVE: Due to the COVID-19 pandemic, our daily habits have suddenly changed. Gatherings are forbidden and, even when it is possible to leave the home for health or work reasons, it is necessary to wear a face mask to reduce the possibility of con...
COVID-19 Female Male Humans Datasets as Topic Masks Deep Learning Automated Facial Recognition
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Electronic phenotyping of health outcomes of interest using a linked claims-electronic health record database: Findings from a machine learning pilot project.

Journal of the American Medical Informatics Association : JAMIA Jul 14, 2021
OBJECTIVE: Claims-based algorithms are used in the Food and Drug Administration Sentinel Active Risk Identification and Analysis System to identify occurrences of health outcomes of interest (HOIs) for medical product safety assessment. This project ...
Humans Pilot Projects Machine Learning Electronics Electronic Health Records Outcome Assessment, Health Care
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Why do people oppose mask wearing? A comprehensive analysis of U.S. tweets during the COVID-19 pandemic.

Journal of the American Medical Informatics Association : JAMIA Jul 14, 2021
OBJECTIVE: Facial masks are an essential personal protective measure to fight the COVID-19 (coronavirus disease) pandemic. However, the mask adoption rate in the United States is still less than optimal. This study aims to understand the beliefs held...
Attitude to Health Humans United States Public Opinion Machine Learning Social Media COVID-19 Masks
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Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning.

Journal of the American Medical Informatics Association : JAMIA Jul 14, 2021
OBJECTIVE: Automated analysis of vaccine postmarketing surveillance narrative reports is important to understand the progression of rare but severe vaccine adverse events (AEs). This study implemented and evaluated state-of-the-art deep learning algo...
Humans Deep Learning Computer Systems United States Adverse Drug Reaction Reporting Systems Guillain-Barre Syndrome Influenza Vaccines
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Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration.

Journal of the American Medical Informatics Association : JAMIA Jun 12, 2021
OBJECTIVE: Reticular pseudodrusen (RPD), a key feature of age-related macular degeneration (AMD), are poorly detected by human experts on standard color fundus photography (CFP) and typically require advanced imaging modalities such as fundus autoflu...
Datasets as Topic Male Female Retinal Drusen Fundus Oculi Diagnosis, Computer-Assisted Humans Deep Learning Aged Macular Degeneration Computer Simulation
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Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions.

Journal of the American Medical Informatics Association : JAMIA Jun 12, 2021
The Food & Drug Administration (FDA) is considering the permanent exemption of premarket notification requirements for several Class I and II medical device products, including several artificial Intelligence (AI)-driven devices. The exemption is bas...
Humans United States Food and Drug Administration Artificial Intelligence Device Approval Software Reproducibility of Results United States
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COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model.

Journal of the American Medical Informatics Association : JAMIA Jun 12, 2021
The COVID-19 pandemic swept across the world rapidly, infecting millions of people. An efficient tool that can accurately recognize important clinical concepts of COVID-19 from free text in electronic health records (EHRs) will be valuable to acceler...
Symptom Assessment Deep Learning Natural Language Processing Information Storage and Retrieval COVID-19 Humans Electronic Health Records
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Improving the delivery of palliative care through predictive modeling and healthcare informatics.

Journal of the American Medical Informatics Association : JAMIA Jun 12, 2021
OBJECTIVE: Access to palliative care (PC) is important for many patients with uncontrolled symptom burden from serious or complex illness. However, many patients who could benefit from PC do not receive it early enough or at all. We sought to address...
Humans Delivery of Health Care Electronic Health Records Machine Learning Decision Support Systems, Clinical Area Under Curve Medical Informatics Quality Improvement Palliative Care Female Middle Aged Male ROC Curve Aged
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