AIMC Topic: Sepsis

Clear Filters Showing 121 to 130 of 349 articles

The Pediatric Data Science and Analytics Subgroup of the Pediatric Acute Lung Injury and Sepsis Investigators Network: Use of Supervised Machine Learning Applications in Pediatric Critical Care Medicine Research.

Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies Dec 7, 2023
OBJECTIVE: Perform a scoping review of supervised machine learning in pediatric critical care to identify published applications, methodologies, and implementation frequency to inform best practices for the development, validation, and reporting of p...
Biomedical Research Sepsis Data Science Humans Critical Care Pediatrics Acute Lung Injury Child Supervised Machine Learning
View on PubMed DOI

Antibiotics, Sedatives, and Catecholamines Further Compromise Sepsis-Induced Immune Suppression in Peripheral Blood Mononuclear Cells.

Critical care medicine Nov 20, 2023
OBJECTIVES: We hypothesized that the immunosuppressive effects associated with antibiotics, sedatives, and catecholamines amplify sepsis-associated immune suppression through mitochondrial dysfunction, and there is a cumulative effect when used in co...
Cytokines HLA-DR Antigens Humans Leukocytes, Mononuclear Sepsis Hypnotics and Sedatives Immunosuppression Therapy Catecholamines Anti-Bacterial Agents Propofol Ciprofloxacin Norepinephrine
View on PubMed DOI

Beyond SEP-1 Compliance: Assessing the Impact of Antibiotic Overtreatment and Fluid Overload in Suspected Septic Patients.

The Journal of emergency medicine Sep 15, 2023
BACKGROUND: The Centers for Medicare and Medicaid Services (CMS) developed the Severe Sepsis and Septic Shock Performance Measure bundle (SEP-1) metric to improve sepsis care, but evidence supporting this bundle is limited and harms secondary to comp...
Medicare Patient Care Bundles Water-Electrolyte Imbalance Emergency Service, Hospital Pulmonary Edema United States Shock, Septic Humans Anti-Bacterial Agents Reproducibility of Results Aged Retrospective Studies Sepsis
View on PubMed DOI

In-Sensor Artificial Intelligence and Fusion With Electronic Medical Records for At-Home Monitoring.

IEEE transactions on biomedical circuits and systems May 10, 2023
This work presents an artificial intelligence (AI) framework for real-time, personalized sepsis prediction four hours before onset through fusion of electrocardiogram (ECG) and patient electronic medical record. An on-chip classifier combines analog ...
Humans Artificial Intelligence Electronic Health Records Signal Processing, Computer-Assisted Sepsis Electrocardiography
View on PubMed DOI

A dosing strategy model of deep deterministic policy gradient algorithm for sepsis patients.

BMC medical informatics and decision making May 4, 2023
BACKGROUND: A growing body of research suggests that the use of computerized decision support systems can better guide disease treatment and reduce the use of social and medical resources. Artificial intelligence (AI) technology is increasingly being...
Critical Care Artificial Intelligence Algorithms Adult Humans Intensive Care Units Sepsis
View on PubMed DOI

Bringing the Promise of Artificial Intelligence to Critical Care: What the Experience With Sepsis Analytics Can Teach Us.

Critical care medicine Apr 26, 2023
Humans Artificial Intelligence Sepsis Critical Care
View on PubMed DOI

Exploring a global interpretation mechanism for deep learning networks when predicting sepsis.

Scientific reports Feb 21, 2023
The purpose of this study is to identify additional clinical features for sepsis detection through the use of a novel mechanism for interpreting black-box machine learning models trained and to provide a suitable evaluation for the mechanism. We use ...
Sepsis Critical Care Humans Algorithms Deep Learning Machine Learning
View on PubMed DOI

FedSepsis: A Federated Multi-Modal Deep Learning-Based Internet of Medical Things Application for Early Detection of Sepsis from Electronic Health Records Using Raspberry Pi and Jetson Nano Devices.

Sensors (Basel, Switzerland) Jan 14, 2023
The concept of the Internet of Medical Things brings a promising option to utilize various electronic health records stored in different medical devices and servers to create practical but secure clinical decision support systems. To achieve such a s...
Machine Learning Electronic Health Records Sepsis Internet Deep Learning Humans
View on PubMed DOI

Database-based machine learning in sepsis deserves attention.

Intensive care medicine Jan 2, 2023
Attention Algorithms Sepsis Humans Machine Learning
View on PubMed DOI

OnAI-Comp: An Online AI Experts Competing Framework for Early Sepsis Detection.

IEEE/ACM transactions on computational biology and bioinformatics Dec 8, 2022
Sepsis is a major public concern due to its high mortality, morbidity, and financial cost. There are many existing works of early sepsis prediction using different machine learning models to mitigate the outcomes brought by sepsis. In the practical s...
Humans Retrospective Studies Artificial Intelligence Sepsis Machine Learning Algorithms
View on PubMed DOI
Popular Topics
Recent Journals