AIMC Topic: Office Visits

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Utilizing artificial intelligence technology with emotional intelligence in clinical office visits.

The Journal of dermatological treatment Jul 23, 2024
Office Visits Emotional Intelligence Artificial Intelligence Humans
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Application of Machine Learning to Predict Patient No-Shows in an Academic Pediatric Ophthalmology Clinic.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 25, 2021
Patient "no-shows" are missed appointments resulting in clinical inefficiencies, revenue loss, and discontinuity of care. Using secondary electronic health record (EHR) data, we used machine learning to predict patient no-shows in follow-up and new p...
Ambulatory Care Facilities Child Ophthalmology Office Visits Efficiency, Organizational ROC Curve Appointments and Schedules No-Show Patients Academic Medical Centers Machine Learning Humans Electronic Health Records
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A deep learning approach for facility patient attendance prediction based on medical booking data.

Scientific reports Sep 3, 2020
Nowadays, data-driven methodologies based on the clinical history of patients represent a promising research field in which personalized and intelligent healthcare systems can be opportunely designed and developed. In this perspective, Machine Learni...
Appointments and Schedules Office Visits Deep Learning Algorithms Humans
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Chronic Kidney Disease stratification using office visit records: Handling data imbalance via hierarchical meta-classification.

BMC medical informatics and decision making Dec 12, 2018
BACKGROUND: Chronic Kidney Disease (CKD) is one of several conditions that affect a growing percentage of the US population; the disease is accompanied by multiple co-morbidities, and is hard to diagnose in-and-of itself. In its advanced forms it car...
Renal Insufficiency, Chronic Severity of Illness Index Office Visits Male Middle Aged Sensitivity and Specificity Female Electronic Health Records Aged, 80 and over Aged Humans Machine Learning
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Forecasting outpatient visits using empirical mode decomposition coupled with back-propagation artificial neural networks optimized by particle swarm optimization.

PloS one Feb 21, 2017
Accurately predicting the trend of outpatient visits by mathematical modeling can help policy makers manage hospitals effectively, reasonably organize schedules for human resources and finances, and appropriately distribute hospital material resource...
Models, Theoretical China Office Visits Nonlinear Dynamics Forecasting Humans Computer Simulation Neural Networks, Computer Outpatients
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Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions.

Journal of the American Medical Informatics Association : JAMIA Dec 1, 2019
OBJECTIVE: Amid electronic health records, laboratory tests, and other technology, office-based patient and provider communication is still the heart of primary medical care. Patients typically present multiple complaints, requiring physicians to dec...
Machine Learning Aged Neural Networks, Computer Primary Health Care Natural Language Processing Middle Aged Communication Humans Tape Recording Medical Records Office Visits Datasets as Topic Physician-Patient Relations
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