AIMC Topic: Hospitalization

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How AI is advancing asthma management? Insights into economic and clinical aspects.

Journal of medical economics Nov 11, 2023
Asthma, an increasingly prevalent chronic respiratory condition, incurs significant economic costs worldwide. Artificial Intelligence (AI), particularly Machine Learning (ML), has been widely recognized as transformative when applied to asthma care. ...
Monitoring, Physiologic Humans Hospitalization Asthma Child Artificial Intelligence Machine Learning
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Forecasting the Acute Heart Failure Admissions: Development of Deep Learning Prediction Model Incorporating the Climate Information.

Journal of cardiac failure Nov 10, 2023
BACKGROUND: Climate is known to influence the incidence of cardiovascular events. However, their prediction with traditional statistical models remains imprecise.
Humans Hospitalization Acute Disease Heart Failure Deep Learning Incidence
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Leveraging automated approaches to categorize birth defects from abstracted birth hospitalization data.

Birth defects research Nov 6, 2023
BACKGROUND: The Surveillance for Emerging Threats to Pregnant People and Infants Network (SET-NET) collects data abstracted from medical records and birth defects registries on pregnant people and their infants to understand outcomes associated with ...
Medical Records Natural Language Processing Registries Machine Learning Pregnancy Humans Hospitalization Female Infant
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Prediction of hospitalization and waiting time within 24 hours of emergency department patients with unstructured text data.

Health care management science Nov 3, 2023
Overcrowding of emergency departments is a global concern, leading to numerous negative consequences. This study aimed to develop a useful and inexpensive tool derived from electronic medical records that supports clinical decision-making and can be ...
Humans Artificial Intelligence Hospitalization Emergency Service, Hospital Waiting Lists Machine Learning Retrospective Studies
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Machine learning in clinical practice: Evaluation of an artificial intelligence tool after implementation.

Emergency medicine Australasia : EMA Sep 28, 2023
OBJECTIVE: Artificial intelligence (AI) has gradually found its way into healthcare, and its future integration into clinical practice is inevitable. In the present study, we evaluate the accuracy of a novel AI algorithm designed to predict admission...
Hospitalization Gastroenterology Humans Machine Learning Algorithms Artificial Intelligence
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Complications after partial nephrectomy: robotics overcomes open surgery and laparoscopy: the PMSI French national database.

BMC urology Sep 15, 2023
PURPOSE: To evaluate three partial nephrectomies (PN) procedures: open (OPN), standard laparoscopy (LPN), and robot-assisted laparoscopy (RAPN), for the risk of initial complications and rehospitalization for two years after the surgery.
Humans Hospitalization Robotics Nephrectomy Laparoscopy Robotic Surgical Procedures
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Social Risk Factors are Associated with Risk for Hospitalization in Home Health Care: A Natural Language Processing Study.

Journal of the American Medical Directors Association Aug 5, 2023
OBJECTIVE: This study aimed to develop a natural language processing (NLP) system that identified social risk factors in home health care (HHC) clinical notes and to examine the association between social risk factors and hospitalization or an emerge...
Home Care Services Hospitalization Natural Language Processing Retrospective Studies Risk Factors Humans
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Clinical outcomes of hospitalised individuals with spin-induced exertional rhabdomyolysis.

Annals of the Academy of Medicine, Singapore Jul 28, 2023
INTRODUCTION: Exertional rhabdomyolysis (ER) is caused by myocyte breakdown after strenuous physical activity. In recent years, the incidence of spin-induced ER (SER) has been increasing. We describe the clinical characteristics, management and outco...
Physical Exertion Fluid Therapy Singapore Creatine Kinase Young Adult Humans Female Male Exercise Adult Retrospective Studies Hospitalization Rhabdomyolysis
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Economic analysis of open versus laparoscopic versus robot-assisted versus transanal total mesorectal excision in rectal cancer patients: A systematic review.

PloS one Jul 28, 2023
OBJECTIVES: Minimally invasive total mesorectal excision is increasingly being used as an alternative to open surgery in the treatment of patients with rectal cancer. This systematic review aimed to compare the total, operative and hospitalization co...
Treatment Outcome Robotics Rectum Rectal Neoplasms Laparoscopy Hospitalization Postoperative Complications Humans Transanal Endoscopic Surgery Proctectomy
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Identifying inpatient mortality in MarketScan claims data using machine learning.

Pharmacoepidemiology and drug safety Jul 5, 2023
PURPOSE: Inpatient mortality is an important variable in epidemiology studies using claims data. In 2016, MarketScan data began obscuring specific hospital discharge status types for patient privacy, including inpatient deaths, by setting the values ...
Retrospective Studies Hospitalization Patient Discharge Inpatients Humans Machine Learning Algorithms
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