AIMC Topic: Hospitalization

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And then there was one … incision. First single-port pediatric robotic case series.

Journal of pediatric urology Apr 5, 2023
BACKGROUND: In the past two decades, technology has advanced to augment an already minimally-invasive approach in laparoscopic surgery. Robotic-assisted laparoscopic platforms have now evolved to its 4th-generation product: a single-port system, firs...
Aged Male Infant Female Hospitalization Laparoscopy Robotic Surgical Procedures Ureteral Obstruction Child Robotics Plastic Surgery Procedures Humans
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Predicting heart failure in-hospital mortality by integrating longitudinal and category data in electronic health records.

Medical & biological engineering & computing Mar 24, 2023
Heart failure is a life-threatening syndrome that is diagnosed in 3.6 million people worldwide each year. We propose a deep fusion learning model (DFL-IMP) that uses time series and category data from electronic health records to predict in-hospital ...
Heart Failure Humans Electronic Health Records Machine Learning Hospitalization Hospital Mortality
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Automated prediction of COVID-19 severity upon admission by chest X-ray images and clinical metadata aiming at accuracy and explainability.

Scientific reports Mar 14, 2023
In the past few years COVID-19 posed a huge threat to healthcare systems around the world. One of the first waves of the pandemic hit Northern Italy severely resulting in high casualties and in the near breakdown of primary care. Due to these facts, ...
Metadata X-Rays Artificial Intelligence COVID-19 Hospitalization Humans
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The association of radiologic body composition parameters with clinical outcomes in level-1 trauma patients.

European journal of trauma and emergency surgery : official publication of the European Trauma Society Mar 2, 2023
PURPOSE: The present study aims to assess whether CT-derived muscle mass, muscle density, and visceral fat mass are associated with in-hospital complications and clinical outcome in level-1 trauma patients.
Adult Male Middle Aged Body Composition Delirium Retrospective Studies Humans Female Artificial Intelligence Hospitalization
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Assessment of Natural Language Processing of Electronic Health Records to Measure Goals-of-Care Discussions as a Clinical Trial Outcome.

JAMA network open Mar 1, 2023
IMPORTANCE: Many clinical trial outcomes are documented in free-text electronic health records (EHRs), making manual data collection costly and infeasible at scale. Natural language processing (NLP) is a promising approach for measuring such outcomes...
Aged Male Middle Aged Female Hospitalization Data Collection Clinical Trials as Topic Patient Care Planning Deep Learning Natural Language Processing Feasibility Studies Humans Computer Simulation Electronic Health Records
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Effect of an Artificial Intelligence Decision Support Tool on Palliative Care Referral in Hospitalized Patients: A Randomized Clinical Trial.

Journal of pain and symptom management Feb 24, 2023
CONTEXT: Palliative care services are commonly provided to hospitalized patients, but accurately predicting who needs them remains a challenge.
Palliative Care Hospitalization Humans Patient Readmission Artificial Intelligence Referral and Consultation
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Using Explainable Artificial Intelligence to Predict Potentially Preventable Hospitalizations: A Population-Based Cohort Study in Denmark.

Medical care Feb 3, 2023
BACKGROUND: The increasing aging population and limited health care resources have placed new demands on the healthcare sector. Reducing the number of hospitalizations has become a political priority in many countries, and special focus has been dire...
Hospitalization Aged Cohort Studies Denmark Patient Acceptance of Health Care Humans Artificial Intelligence
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Readmissions after radical nephrectomy in a national cohort.

Scandinavian journal of urology Jan 16, 2023
OBJECTIVE: To analyze the factors and costs associated with 30-day readmissions for patients undergoing radical nephrectomy.
Nephrectomy Adult United States Retrospective Studies Humans Robotics Postoperative Complications Risk Factors Databases, Factual Patient Readmission Hospitalization
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Machine Learning as an Adjunct to Traditional Triage in the Emergency Department.

The Journal of emergency medicine Jan 12, 2023
Machine Learning Hospitalization Triage Humans Emergency Service, Hospital
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Clustering of critically ill patients using an individualized learning approach enables dose optimization of mobilization in the ICU.

Critical care (London, England) Jan 3, 2023
BACKGROUND: While early mobilization is commonly implemented in intensive care unit treatment guidelines to improve functional outcome, the characterization of the optimal individual dosage (frequency, level or duration) remains unclear. The aim of t...
Critical Illness Humans Middle Aged Intensive Care Units Early Ambulation Artificial Intelligence Critical Care Hospitalization
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