AIMC Topic: Evidence-Based Medicine

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[Evidence synthesis 2.0: how artificial intelligence is making systematic reviews more efficient.].

Recenti progressi in medicina Jun 1, 2023
Systematic reviews (SRs) are essential tools for synthesising the available scientific evidence on a given topic, and in some healthcare fields they represent the core for public health decisions according to the principles of evidence-based medicine...
Artificial Intelligence Automation Evidence-Based Medicine Humans
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Machine Learning: The Next Paradigm Shift in Medical Education.

Academic medicine : journal of the Association of American Medical Colleges Jul 1, 2021
Machine learning (ML) algorithms are powerful prediction tools with immense potential in the clinical setting. There are a number of existing clinical tools that use ML, and many more are in development. Physicians are important stakeholders in the h...
Machine Learning Algorithms Delivery of Health Care Humans Diabetic Retinopathy Education, Medical Clinical Trials as Topic Evidence-Based Medicine United States Food and Drug Administration Curriculum Stakeholder Participation History, 20th Century United States Diagnostic Imaging Liability, Legal COVID-19 Testing Aged Female Physicians Physician-Patient Relations Male Clinical Decision-Making
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Precision population analytics: population management at the point-of-care.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2021
OBJECTIVE: To present clinicians at the point-of-care with real-world data on the effectiveness of various treatment options in a precision cohort of patients closely matched to the index patient.
Evidence-Based Medicine Decision Making, Computer-Assisted Patient Care Management Hyperlipidemias Practice Guidelines as Topic Machine Learning Electronic Health Records Hypertension Treatment Outcome Diabetes Mellitus, Type 2 Humans
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Artificial intelligence and automation of systematic reviews in women's health.

Current opinion in obstetrics & gynecology Oct 1, 2020
PURPOSE OF REVIEW: Evidence-based women's healthcare is underpinned by systematic reviews and guidelines. Generating an evidence synthesis to support guidance for clinical practice is a time-consuming and labour-intensive activity that delays transfe...
Artificial Intelligence Evidence-Based Medicine Female Women's Health Humans Systematic Reviews as Topic Data Mining
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Computable knowledge is the enemy of disease.

BMJ health & care informatics Jul 1, 2020
Humans Medical Informatics Evidence-Based Medicine Knowledge Bases
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A NICE perspective on computable biomedical knowledge.

BMJ health & care informatics Jul 1, 2020
INTRODUCTION: The National Institute for Health and Care Excellence (NICE) plays a central role in the NHS. We distill knowledge of best practice from the best available sources of evidence and share this across the health and care system, typically ...
United Kingdom Biomedical Research Knowledge Bases Humans Evidence-Based Medicine Social Support Delivery of Health Care Decision Support Systems, Clinical
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Quadruple Decision Making for Parkinson's Disease Patients: Combining Expert Opinion, Patient Preferences, Scientific Evidence, and Big Data Approaches to Reach Precision Medicine.

Journal of Parkinson's disease Jan 1, 2020
Clinical decision making for Parkinson's disease patients is supported by a combination of three distinct information resources: best available scientific evidence, professional expertise, and the personal needs and preferences of patients. All three...
Decision Making, Shared Machine Learning Evidence-Based Medicine Precision Medicine Clinical Decision-Making Models, Organizational Big Data Patient Preference Humans Parkinson Disease
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Machine Learning, Predictive Analytics, and Clinical Practice: Can the Past Inform the Present?

JAMA Dec 17, 2019
Algorithms Empirical Research Prognosis Humans Evidence-Based Medicine Machine Learning
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Pretraining to Recognize PICO Elements from Randomized Controlled Trial Literature.

Studies in health technology and informatics Aug 21, 2019
PICO (Population/problem, Intervention, Comparison, and Outcome) is widely adopted for formulating clinical questions to retrieve evidence from the literature. It plays a crucial role in Evidence-Based Medicine (EBM). This paper contributes a scalabl...
Neural Networks, Computer PubMed Randomized Controlled Trials as Topic Evidence-Based Medicine
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Artificial intelligence: is it a friend or foe of physicians?

Einstein (Sao Paulo, Brazil) May 2, 2019
Professional Competence Physicians Humans Education, Medical Artificial Intelligence Evidence-Based Medicine
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