AIMC Topic: Hospitalization

Clear Filters Showing 141 to 150 of 481 articles

Multimodal deep learning for COVID-19 prognosis prediction in the emergency department: a bi-centric study.

Scientific reports Jul 5, 2023
Predicting clinical deterioration in COVID-19 patients remains a challenging task in the Emergency Department (ED). To address this aim, we developed an artificial neural network using textual (e.g. patient history) and tabular (e.g. laboratory value...
Emergency Service, Hospital Hospitalization Deep Learning Humans Prognosis Retrospective Studies COVID-19
View on PubMed DOI

Doctors Identify Hemorrhage Better during Chart Review when Assisted by Artificial Intelligence.

Applied clinical informatics Jul 3, 2023
OBJECTIVES: This study evaluated if medical doctors could identify more hemorrhage events during chart review in a clinical setting when assisted by an artificial intelligence (AI) model and medical doctors' perception of using the AI model.
Humans Electronic Health Records Hospitalization Hemorrhage Artificial Intelligence Physicians
View on PubMed DOI

Machine learning to predict poor school performance in paediatric survivors of intensive care: a population-based cohort study.

Intensive care medicine Jun 24, 2023
PURPOSE: Whilst survival in paediatric critical care has improved, clinicians lack tools capable of predicting long-term outcomes. We developed a machine learning model to predict poor school outcomes in children surviving intensive care unit (ICU).
Humans Machine Learning Retrospective Studies Critical Care Cohort Studies Intensive Care Units Child Hospitalization
View on PubMed DOI

Artificial intelligence-driven prediction of COVID-19-related hospitalization and death: a systematic review.

Frontiers in public health Jun 20, 2023
AIM: To perform a systematic review on the use of Artificial Intelligence (AI) techniques for predicting COVID-19 hospitalization and mortality using primary and secondary data sources.
Hospitalization ROC Curve Humans COVID-19 Artificial Intelligence Language
View on PubMed DOI

Supporting SURgery with GEriatric Co-Management and AI (SURGE-Ahead): A study protocol for the development of a digital geriatrician.

PloS one Jun 16, 2023
INTRODUCTION: Geriatric co-management is known to improve treatment of older adults in various clinical settings, however, widespread application of the concept is limited due to restricted resources. Digitalization may offer options to overcome thes...
Aged Humans Hospitalization Geriatricians Artificial Intelligence
View on PubMed DOI

Machine learning functional impairment classification with electronic health record data.

Journal of the American Geriatrics Society May 17, 2023
BACKGROUND: Poor functional status is a key marker of morbidity, yet is not routinely captured in clinical encounters. We developed and evaluated the accuracy of a machine learning algorithm that leveraged electronic health record (EHR) data to provi...
Humans Machine Learning Aged Male Female Comorbidity Hospitalization Algorithms Electronic Health Records
View on PubMed DOI

Confidence-based laboratory test reduction recommendation algorithm.

BMC medical informatics and decision making May 10, 2023
BACKGROUND: We propose a new deep learning model to identify unnecessary hemoglobin (Hgb) tests for patients admitted to the hospital, which can help reduce health risks and healthcare costs.
Reproducibility of Results Hospitalization Algorithms Electronic Health Records Humans Machine Learning
View on PubMed DOI

The implementation of a real time early warning system using machine learning in an Australian hospital to improve patient outcomes.

Resuscitation May 5, 2023
BACKGROUND: Early Warning Scores (EWS) monitor inpatient deterioration predominantly using vital signs. We evaluated inpatient outcomes after implementing an Artificial Intelligence (AI) based intervention in our local EWS.
Male Hospitals Hospitalization Aged Hospital Mortality Australia Humans Artificial Intelligence Machine Learning Female
View on PubMed DOI

Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot Study.

AMIA ... Annual Symposium proceedings. AMIA Symposium Apr 29, 2023
Emergency Service, Hospital Pilot Projects Humans Hospitalization Home Care Services Natural Language Processing
View on PubMed

Explainable prediction of daily hospitalizations for cerebrovascular disease using stacked ensemble learning.

BMC medical informatics and decision making Apr 6, 2023
BACKGROUND: With the prevalence of cerebrovascular disease (CD) and the increasing strain on healthcare resources, forecasting the healthcare demands of cerebrovascular patients has significant implications for optimizing medical resources.
China Machine Learning Cerebrovascular Disorders Hospitalization Humans Neural Networks, Computer
View on PubMed DOI
Popular Topics
Recent Journals