AIMC Topic: Partial Pressure

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Noninvasive estimation of PaCO from volumetric capnography in animals with injured lungs: an Artificial Intelligence approach.

Journal of clinical monitoring and computing Dec 26, 2024
To investigate the feasibility of non-invasively estimating the arterial partial pressure of carbon dioxide (PaCO) using a computational Adaptive Neuro-Fuzzy Inference System (ANFIS) model fed by noninvasive volumetric capnography (VCap) parameters. ...
Positive-Pressure Respiration Feasibility Studies Fuzzy Logic Monitoring, Physiologic Partial Pressure Capnography Carbon Dioxide Lung Injury Animals Respiration, Artificial Lung Swine Algorithms Reproducibility of Results Artificial Intelligence
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Simultaneous spatiotemporal tracking and oxygen sensing of transient implants in vivo using hot-spot MRI and machine learning.

Proceedings of the National Academy of Sciences of the United States of America Feb 26, 2019
A varying oxygen environment is known to affect cellular function in disease as well as activity of various therapeutics. For transient structures, whether they are unconstrained therapeutic transplants, migrating cells during tumor metastasis, or ce...
Biocompatible Materials Insulin Secretion Prostheses and Implants Immunity Fluorine Halogenation Alginates Islets of Langerhans Transplantation Partial Pressure Animals Magnetic Resonance Imaging Machine Learning Mice, Inbred C57BL Imaging, Three-Dimensional Cluster Analysis Oxygen
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Machine Learning Classifier Models Can Identify Acute Respiratory Distress Syndrome Phenotypes Using Readily Available Clinical Data.

American journal of respiratory and critical care medicine Oct 1, 2020
Two distinct phenotypes of acute respiratory distress syndrome (ARDS) with differential clinical outcomes and responses to randomly assigned treatment have consistently been identified in randomized controlled trial cohorts using latent class analys...
Serum Albumin Mortality Pulmonary Ventilation Vital Signs Receptors, Tumor Necrosis Factor, Type I Partial Pressure Bicarbonates Leukocyte Count Interleukin-6 Prognosis Biomarkers, Tumor Carbon Dioxide Latent Class Analysis Plasminogen Activator Inhibitor 1 Machine Learning Creatinine Platelet Count Phenotype Vasoconstrictor Agents Bilirubin Oxygen Humans Tidal Volume Intercellular Adhesion Molecule-1 Blood Pressure Protein C Area Under Curve Inflammation Respiratory Distress Syndrome Interleukin-8 Age Factors Randomized Controlled Trials as Topic
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