AIMC Topic: Specialization

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Early specialization in formative basketball: A machine learning analysis of shooting patterns in U14 and professional players.

Journal of sports sciences Dec 12, 2024
Growing evidence supports that early sport specialization in children and adolescents may compromise long-term athlete development and high-performance acquisition. This study aimed to determine the presence of specialised shooting roles in formative...
Humans Machine Learning Male Motor Skills Basketball Competitive Behavior Specialization Adolescent Athletic Performance Firearms
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Machine learning algorithms mimicking specialists decision making on initial treatment for people with type 2 diabetes mellitus in Japan diabetes data management study (JDDM76).

Diabetes & metabolic syndrome Nov 29, 2024
OBJECTIVE: To evaluate whether typical machine learning models that mimic specialists' care can successfully reproduce information, not only on whether to prescribe medications but also which hypoglycemic agents to prescribe as initial treatment for ...
Humans Machine Learning Algorithms Prognosis Decision Making Middle Aged Japan Diabetes Mellitus, Type 2 Specialization Female Hypoglycemic Agents Aged Follow-Up Studies Male
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Evaluating AI Competence in Specialized Medicine: Comparative Analysis of ChatGPT and Neurologists in a Neurology Specialist Examination in Spain.

JMIR medical education Nov 14, 2024
BACKGROUND: With the rapid advancement of artificial intelligence (AI) in various fields, evaluating its application in specialized medical contexts becomes crucial. ChatGPT, a large language model developed by OpenAI, has shown potential in diverse ...
Specialization Spain Neurology Neurologists Clinical Competence Humans Artificial Intelligence Educational Measurement
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Exploring clinical specialists' perspectives on the future role of AI: evaluating replacement perceptions, benefits, and drawbacks.

BMC health services research May 9, 2024
BACKGROUND OF STUDY: Over the past few decades, the utilization of Artificial Intelligence (AI) has surged in popularity, and its application in the medical field is witnessing a global increase. Nevertheless, the implementation of AI-based healthcar...
Adult Cross-Sectional Studies Male Surveys and Questionnaires Humans Artificial Intelligence Female Attitude of Health Personnel Pakistan Specialization
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Operative Team Familiarity and Specialization at an Academic Medical Center.

Annals of surgery Jul 6, 2022
OBJECTIVE: To propose a framework for quantification of surgical team familiarity.
Humans Medicine Surgeons Patient Care Team Specialization Robotics Academic Medical Centers
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A Guide to Accessible Artificial Intelligence and Machine Learning for the 21st Century Retina Specialist.

Ophthalmic surgery, lasers & imaging retina Jul 1, 2021
Artificial Intelligence Machine Learning Retina Specialization Humans
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Medical Specialty Recommendations by an Artificial Intelligence Chatbot on a Smartphone: Development and Deployment.

Journal of medical Internet research May 6, 2021
BACKGROUND: The COVID-19 pandemic has limited daily activities and even contact between patients and primary care providers. This makes it more difficult to provide adequate primary care services, which include connecting patients to an appropriate m...
Referral and Consultation Pandemics Smartphone COVID-19 Humans Specialization SARS-CoV-2 Deep Learning Telemedicine Primary Health Care
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Glaucoma Expert-Level Detection of Angle Closure in Goniophotographs With Convolutional Neural Networks: The Chinese American Eye Study.

American journal of ophthalmology Feb 9, 2021
PURPOSE: To compare the performance of a novel convolutional neural network (CNN) classifier and human graders in detecting angle closure in EyeCam (Clarity Medical Systems, Pleasanton, California, USA) goniophotographs.
Middle Aged Diagnosis, Computer-Assisted China Expert Systems Asian Image Processing, Computer-Assisted Area Under Curve Aged Aged, 80 and over Cross-Sectional Studies Humans Male Retrospective Studies Neural Networks, Computer Specialization Glaucoma, Angle-Closure Photography Female Gonioscopy Reproducibility of Results Anterior Eye Segment Ophthalmologists
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Attitudes Toward Artificial Intelligence Among Radiologists, IT Specialists, and Industry.

Academic radiology May 13, 2020
OBJECTIVES: We investigated the attitudes of radiologists, information technology (IT) specialists, and industry representatives on artificial intelligence (AI) and its future impact on radiological work.
Humans Information Technology Specialization Artificial Intelligence Radiology Radiologists
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Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs.

Ophthalmology Sep 24, 2019
PURPOSE: To develop and validate a deep learning (DL) algorithm that predicts referable glaucomatous optic neuropathy (GON) and optic nerve head (ONH) features from color fundus images, to determine the relative importance of these features in referr...
Middle Aged Aged Deep Learning Ophthalmologists ROC Curve Sensitivity and Specificity Datasets as Topic Area Under Curve Glaucoma, Open-Angle Male Optic Disk Nerve Fibers Specialization Referral and Consultation Humans Retinal Ganglion Cells Retrospective Studies Optic Nerve Diseases Female
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