AIMC Topic: Critical Care

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[Data-driven intensive care: a lack of comprehensive datasets].

Medizinische Klinik, Intensivmedizin und Notfallmedizin Apr 26, 2024
Intensive care units provide a data-rich environment with the potential to generate datasets in the realm of big data, which could be utilized to train powerful machine learning (ML) models. However, the currently available datasets are too small and...
Critical Care Datasets as Topic Germany Computer Security Europe Confidentiality Big Data Humans Machine Learning Databases, Factual Intensive Care Units
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Building a house without foundations? A 24-country qualitative interview study on artificial intelligence in intensive care medicine.

BMJ health & care informatics Apr 19, 2024
OBJECTIVES: To explore the views of intensive care professionals in high-income countries (HICs) and lower-to-middle-income countries (LMICs) regarding the use and implementation of artificial intelligence (AI) technologies in intensive care units (I...
Intensive Care Units Qualitative Research Humans Artificial Intelligence Critical Care Knowledge
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Use of artificial intelligence in critical care: opportunities and obstacles.

Critical care (London, England) Apr 8, 2024
BACKGROUND: Perhaps nowhere else in the healthcare system than in the intensive care unit environment are the challenges to create useful models with direct time-critical clinical applications more relevant and the obstacles to achieving those goals ...
Humans Artificial Intelligence Intensive Care Units Critical Care Algorithms Delivery of Health Care
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Algor-ethics: charting the ethical path for AI in critical care.

Journal of clinical monitoring and computing Apr 4, 2024
The integration of Clinical Decision Support Systems (CDSS) based on artificial intelligence (AI) in healthcare is groundbreaking evolution with enormous potential, but its development and ethical implementation, presents unique challenges, particula...
Decision Support Systems, Clinical Humans Critical Care Artificial Intelligence Algorithms Clinical Decision-Making
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Artificial Intelligence and Machine Learning Applications in Critically Ill Brain Injured Patients.

Seminars in neurology Apr 3, 2024
The utilization of Artificial Intelligence (AI) and Machine Learning (ML) is paving the way for significant strides in patient diagnosis, treatment, and prognostication in neurocritical care. These technologies offer the potential to unravel complex ...
Humans Artificial Intelligence Brain Injuries Critical Care Machine Learning Critical Illness
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Artificial intelligence and machine learning: Definition of terms and current concepts in critical care research.

Journal of critical care Mar 29, 2024
With increasing computing power, artificial intelligence (AI) and machine learning (ML) have prospered, which facilitate the analysis of large datasets, especially those found in critical care. It is important to define these terminologies, to inform...
Algorithms Critical Care Artificial Intelligence Terminology as Topic Humans Machine Learning
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Minimizing bias when using artificial intelligence in critical care medicine.

Journal of critical care Mar 29, 2024
Artificial Intelligence Humans Bias Critical Care
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[Artificial intelligence in intensive care medicine].

Medizinische Klinik, Intensivmedizin und Notfallmedizin Mar 28, 2024
The integration of artificial intelligence (AI) into intensive care medicine has made considerable progress in recent studies, particularly in the areas of predictive analytics, early detection of complications, and the development of decision suppor...
Medicine Health Personnel Critical Care Artificial Intelligence Algorithms Humans
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Predicting intubation for intensive care units patients: A deep learning approach to improve patient management.

International journal of medical informatics Mar 26, 2024
OBJECTIVE: For patients in the Intensive Care Unit (ICU), the timing of intubation has a significant association with patients' outcomes. However, accurate prediction of the timing of intubation remains an unsolved challenge due to the noisy, sparse,...
Deep Learning Critical Care Machine Learning Humans Intensive Care Units ROC Curve
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Artificial intelligence and machine learning in critical care research.

Journal of critical care Mar 25, 2024
Humans Biomedical Research Artificial Intelligence Critical Care Machine Learning
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