AIMC Topic: Practice Patterns, Physicians'

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Referral patterns, influencing factors, and satisfaction related to referrals of patients with rheumatic diseases to other healthcare professionals: an online survey of rheumatologists.

Rheumatology international May 5, 2025
Managing rheumatic diseases requires teamwork, but referral patterns and challenges remain poorly understood. This study explored rheumatologists' perspectives on referral patterns in the Gulf countries. We conducted a web-based, 21-question cross-se...
Rheumatology Humans Practice Patterns, Physicians' Electronic Health Records Rheumatic Diseases Female Rheumatologists Middle Aged Surveys and Questionnaires Adult Attitude of Health Personnel Referral and Consultation Cross-Sectional Studies Male
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Real-World Insights Into Dementia Diagnosis Trajectory and Clinical Practice Patterns Unveiled by Natural Language Processing: Development and Usability Study.

JMIR aging Feb 25, 2025
BACKGROUND: Understanding the dementia disease trajectory and clinical practice patterns in outpatient settings is vital for effective management. Knowledge about the path from initial memory loss complaints to dementia diagnosis remains limited.
Humans Retrospective Studies Electronic Health Records Middle Aged Dementia Female Natural Language Processing Aged Practice Patterns, Physicians' Aged, 80 and over Male
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Psychotropic medications: a descriptive study of prescription trends in Tabriz, Iran, 2021-2022.

BMC psychiatry Jan 3, 2025
INTRODUCTION: Mental disorders, such as anxiety and depression, significantly impacted global populations in 2019 and 2020, with COVID-19 causing a surge in prevalence. They affect 13.4% of the people worldwide, and 21% of Iranians have experienced t...
Anti-Anxiety Agents Male Middle Aged Drug Prescriptions Adolescent Antidepressive Agents Child, Preschool Psychotropic Drugs Female Child Aged Humans Iran Young Adult COVID-19 Practice Patterns, Physicians' Adult Mental Disorders
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ChatGPT's Attitude, Knowledge, and Clinical Application in Geriatrics Practice and Education: Exploratory Observational Study.

JMIR formative research Jan 3, 2025
BACKGROUND: The increasing use of ChatGPT in clinical practice and medical education necessitates the evaluation of its reliability, particularly in geriatrics.
Practice Patterns, Physicians' Surveys and Questionnaires Clinical Competence Health Knowledge, Attitudes, Practice Geriatrics Female Reproducibility of Results Aged Adult Humans Students, Medical Artificial Intelligence Male
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Implementation of Machine Learning Applications in Health Care Organizations: Systematic Review of Empirical Studies.

Journal of medical Internet research Nov 25, 2024
BACKGROUND: There is a growing enthusiasm for machine learning (ML) among academics and health care practitioners. Despite the transformative potential of ML-based applications for patient care, their uptake and implementation in health care organiza...
Humans Artificial Intelligence Machine Learning Digital Health Practice Patterns, Physicians' Delivery of Health Care Information Technology Hospitals Workflow
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Artificial intelligence and prescription of antibiotic therapy: present and future.

Expert review of anti-infective therapy Aug 18, 2024
INTRODUCTION: In the past few years, the use of artificial intelligence in healthcare has grown exponentially. Prescription of antibiotics is not exempt from its rapid diffusion, and various machine learning (ML) techniques, from logistic regression ...
Neural Networks, Computer Artificial Intelligence Machine Learning Anti-Bacterial Agents Humans Decision Support Systems, Clinical Practice Patterns, Physicians' Drug Prescriptions
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Editorial Comment: Artificial Intelligence Triage Varies by Radiology Practice.

AJR. American journal of roentgenology Jul 17, 2024
Radiology Practice Patterns, Physicians' Humans Artificial Intelligence Triage
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Doctors' perception on the ethical use of AI-enabled clinical decision support systems for antibiotic prescribing recommendations in Singapore.

Frontiers in public health Jul 1, 2024
OBJECTIVES: The increased utilization of Artificial intelligence (AI) in healthcare changes practice and introduces ethical implications for AI adoption in medicine. We assess medical doctors' ethical stance in situations that arise in adopting an AI...
Physicians Female Adult Male Middle Aged Qualitative Research Attitude of Health Personnel Humans Artificial Intelligence Anti-Bacterial Agents Practice Patterns, Physicians' Interviews as Topic Decision Support Systems, Clinical Singapore
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Learning with an evolving medicine label: how artificial intelligence-based medication recommendation systems must adapt to changing medication labels.

Expert opinion on drug safety May 6, 2024
INTRODUCTION: Artificial intelligence or machine learning (AI/ML) based systems can help personalize prescribing decisions for individual patients. The recommendations of these clinical decision support systems must relate to the "label" of the medic...
Drug-Related Side Effects and Adverse Reactions Practice Patterns, Physicians' Drug Labeling Pharmacoepidemiology Machine Learning Precision Medicine Decision Support Systems, Clinical Drug Interactions Humans Artificial Intelligence
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Development and validation of a machine learning model to improve precision prediction for irrational prescriptions in orthopedic perioperative patients.

Expert opinion on drug safety May 2, 2024
OBJECTIVE: Our objective was to develop a machine learning model capable of predicting irrational medical prescriptions precisely within orthopedic perioperative patients.
Inappropriate Prescribing Aged Adult Humans Practice Patterns, Physicians' Machine Learning Male Perioperative Care Female Middle Aged Orthopedic Procedures Pharmacists
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