AIMC Topic: Systemic Inflammatory Response Syndrome

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Machine learning models to predict systemic inflammatory response syndrome after percutaneous nephrolithotomy.

BMC urology Jul 8, 2024
OBJECTIVE: The objective of this study was to develop and evaluate the performance of machine learning models for predicting the possibility of systemic inflammatory response syndrome (SIRS) following percutaneous nephrolithotomy (PCNL).
Retrospective Studies Female Aged Adult Humans Machine Learning Systemic Inflammatory Response Syndrome Predictive Value of Tests Kidney Calculi Nephrolithotomy, Percutaneous Male Middle Aged Postoperative Complications
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Correlation between systemic inflammatory response index and thyroid function: 2009-2012 NHANES results.

Frontiers in endocrinology Jan 22, 2024
AIMS: This study investigates the relationship between the Systemic Inflammatory Response Index (SIRI) and thyroid function.
Thyroid Diseases Adult Hypertension Humans Male Systemic Inflammatory Response Syndrome Thyroid Hormones Middle Aged Nutrition Surveys Pregnancy Female
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Prospective comparative study of postoperative systemic inflammatory syndrome in robot-assisted vs. open kidney transplantation.

World journal of urology Oct 16, 2021
PURPOSE: Robot-assisted kidney transplant (RAKT) recently proved to provide functional results similar to the preferred open kidney transplant (OKT), but with inferior wound morbidity. In a comparative prospective study, we explored the systemic infl...
Humans Kidney Transplantation Treatment Outcome Robotics Lipocalin-2 Robotic Surgical Procedures Interleukin-6 Prospective Studies Systemic Inflammatory Response Syndrome
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Systemic inflammatory response in robot-assisted and laparoscopic surgery for colon cancer (SIRIRALS): study protocol of a randomized controlled trial.

BMC surgery Oct 11, 2021
BACKGROUND: Robot-assisted surgery is being increasingly adopted in treating colorectal cancer, and the transition from laparoscopic surgery to robot-assisted surgery is a trend. The evidence of the benefits of robot-assisted surgery is sparse. Howev...
Colonic Neoplasms Randomized Controlled Trials as Topic Robotics Laparoscopy Humans Prospective Studies Systemic Inflammatory Response Syndrome
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Development of a Bioinformatics Framework for Identification and Validation of Genomic Biomarkers and Key Immunopathology Processes and Controllers in Infectious and Non-infectious Severe Inflammatory Response Syndrome.

Frontiers in immunology Mar 31, 2020
Sepsis is defined as dysregulated host response caused by systemic infection, leading to organ failure. It is a life-threatening condition, often requiring admission to an intensive care unit (ICU). The causative agents and processes involved are mul...
Computational Biology Genetic Markers Neural Networks, Computer Sepsis Systemic Inflammatory Response Syndrome Humans
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Improving Prediction Performance Using Hierarchical Analysis of Real-Time Data: A Sepsis Case Study.

IEEE journal of biomedical and health informatics Jan 23, 2019
This paper presents a novel method for hierarchical analysis of machine learning algorithms to improve predictions of at risk patients, thus further enabling prompt therapy. Specifically, we develop a multi-layer machine learning approach to analyze ...
Humans Machine Learning Systemic Inflammatory Response Syndrome Diagnosis, Computer-Assisted Models, Statistical Sepsis Predictive Value of Tests Big Data Early Diagnosis
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Development and validation of a diagnostic model for early differentiation of sepsis and non-infectious SIRS in critically ill children - a data-driven approach using machine-learning algorithms.

BMC pediatrics Mar 15, 2018
BACKGROUND: Since early antimicrobial therapy is mandatory in septic patients, immediate diagnosis and distinction from non-infectious SIRS is essential but hampered by the similarity of symptoms between both entities. We aimed to develop a diagnosti...
Humans Child Systemic Inflammatory Response Syndrome Follow-Up Studies Prospective Studies Critical Illness Sepsis Diagnosis, Differential Machine Learning Female Reproducibility of Results Adolescent Early Diagnosis Algorithms Infant, Newborn Child, Preschool Decision Support Techniques Male Infant
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Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data.

Studies in health technology and informatics Jan 14, 2022
Critical care can benefit from analyzing data by machine learning approaches for supporting clinical routine and guiding clinical decision-making. Developing data-driven approaches for an early detection of systemic inflammatory response syndrome (SI...
Early Diagnosis Humans Machine Learning Bayes Theorem Child Critical Care Systemic Inflammatory Response Syndrome
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Heart rate variability based machine learning models for risk prediction of suspected sepsis patients in the emergency department.

Medicine Feb 1, 2019
Early identification of high-risk septic patients in the emergency department (ED) may guide appropriate management and disposition, thereby improving outcomes. We compared the performance of machine learning models against conventional risk stratifi...
Socioeconomic Factors Triage Emergency Service, Hospital Organ Dysfunction Scores Humans Hospital Mortality Singapore Machine Learning Systemic Inflammatory Response Syndrome Heart Rate Female ROC Curve Aged, 80 and over Reproducibility of Results Male Middle Aged Aged Severity of Illness Index Sepsis
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Automated Transformation of openEHR Data Instances to OWL.

Studies in health technology and informatics Jan 1, 2016
Standard-based integration and semantic enrichment of clinical data originating from electronic medical records has shown to be critical to enable secondary use. To facilitate the utilization of semantic technologies on clinical data, we introduce a ...
Information Dissemination Health Information Exchange Program Development Humans Electronic Health Records Databases, Factual Systemic Inflammatory Response Syndrome Natural Language Processing
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