AIMC Topic: Guideline Adherence

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Strengthening the use of artificial intelligence within healthcare delivery organizations: balancing regulatory compliance and patient safety.

Journal of the American Medical Informatics Association : JAMIA Jun 20, 2024
OBJECTIVES: Surface the urgent dilemma that healthcare delivery organizations (HDOs) face navigating the US Food and Drug Administration (FDA) final guidance on the use of clinical decision support (CDS) software.
Humans Artificial Intelligence Delivery of Health Care Guideline Adherence United States United States Food and Drug Administration Patient Safety Sepsis Decision Support Systems, Clinical
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AI Chatbots, Health Privacy, and Challenges to HIPAA Compliance.

JAMA Jul 25, 2023
United States Health Insurance Portability and Accountability Act Privacy Artificial Intelligence Guideline Adherence Health Communication
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A Pilot Study of Deep Learning Models for Camera based Hand Hygiene Monitoring in ICU.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
Hand hygiene is key to preventing cross-infections in the Intensive Care Unit (ICU). Monitoring of hand washing activities can effectively increase the compliance of clinicians to hand hygiene. In this paper, we explored the feasibility of recognizin...
Hand Hygiene Guideline Adherence Cross Infection Humans Intensive Care Units Deep Learning Pilot Projects
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Clinical decision support for severe trauma patients: Machine learning based definition of a bundle of care for hemorrhagic shock and traumatic brain injury.

The journal of trauma and acute care surgery Jan 1, 2022
BACKGROUND: Deviation from guidelines is frequent in emergency situations, and this may lead to increased mortality. Probably because of time constraints, 55% is the greatest reported guidelines compliance rate in severe trauma patients. This study a...
Guideline Adherence Brain Injuries, Traumatic Emergency Medical Services Male Hospital Mortality Decision Support Systems, Clinical Quality Improvement Practice Guidelines as Topic France Registries Patient Care Bundles Critical Care Humans Machine Learning Female Adult Shock, Hemorrhagic Trauma Severity Indices
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Artificial Intelligence Treatment Decision Support For Complex Breast Cancer Among Oncologists With Varying Expertise.

JCO clinical cancer informatics Aug 1, 2019
PURPOSE: The aim of the current study was to assess treatment concordance and adherence to National Comprehensive Cancer Network breast cancer treatment guidelines between oncologists and an artificial intelligence advisory tool.
Practice Patterns, Physicians' Oncologists Neoplasm Staging Medical Oncology Practice Guidelines as Topic Clinical Competence Decision Support Systems, Clinical Guideline Adherence Clinical Decision-Making Humans Female Breast Neoplasms Artificial Intelligence Reproducibility of Results Biomarkers, Tumor Cross-Sectional Studies
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Artificial Intelligence Within Pharmacovigilance: A Means to Identify Cognitive Services and the Framework for Their Validation.

Pharmaceutical medicine Apr 1, 2019
INTRODUCTION: Pharmacovigilance (PV) detects, assesses, and prevents adverse events (AEs) and other drug-related problems by collecting, evaluating, and acting upon AEs. The volume of individual case safety reports (ICSRs) increases yearly, but it is...
Algorithms Patient Safety Databases, Factual Guideline Adherence Cognition Decision Making Humans Artificial Intelligence Machine Learning Adverse Drug Reaction Reporting Systems Workload Drug-Related Side Effects and Adverse Reactions Pharmacovigilance
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Measuring physician adherence with gout quality indicators: a role for natural language processing.

Arthritis care & research Feb 1, 2015
OBJECTIVE: To evaluate physician adherence with gout quality indicators (QIs) for medication use and monitoring, and behavioral modification (BM).
Quality Indicators, Health Care Middle Aged Female Humans Practice Patterns, Physicians' Aged Algorithms Guideline Adherence Gout Male Natural Language Processing
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A Novel Approach to Create a Machine Readable Concept Model for Validating SNOMED CT Concept Post-coordination.

Studies in health technology and informatics Jan 1, 2015
Post-coordination provides the means to achieve an appropriate content coverage, which is critical in successfully adopting clinical reference terminologies, and thus represent clinical information consistently. However, one of the major problems of ...
Systematized Nomenclature of Medicine Data Accuracy Guidelines as Topic Machine Learning Internationality Guideline Adherence Natural Language Processing
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Automated Detection of Health Websites' HONcode Conformity: Can N-gram Tokenization Replace Stemming?

Studies in health technology and informatics Jan 1, 2015
Authors evaluated supervised automatic classification algorithms for determination of health related web-page compliance with individual HONcode criteria of conduct using varying length character n-gram vectors to represent healthcare web page docume...
Consumer Health Information Practice Guidelines as Topic Internationality Pattern Recognition, Automated Guideline Adherence Internet Natural Language Processing Feasibility Studies Supervised Machine Learning
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