AIMC Topic: Hematocrit

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Development of patient-specific apparent blood viscosity predictive models for computational fluid dynamics analysis of intracranial aneurysms with machine learning approaches.

Computer methods and programs in biomedicine May 4, 2025
BACKGROUND AND OBJECTIVES: A model to predict patient-specific apparent viscosity as a computational condition in computational fluid dynamics (CFD) analysis, which is used in research on intracranial aneurysms, is important. The purpose of this stud...
Humans Machine Learning Middle Aged Hematocrit Hydrodynamics Intracranial Aneurysm Blood Viscosity Computer Simulation Female Aged Adult Male
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Estimation of Hematocrit Volume Using Blood Glucose Concentration through Extreme Gradient Boosting Regressor Machine Learning Model.

Journal of chemical information and modeling Feb 5, 2025
Lifestyle diseases such as cardiovascular disorders, diabetes, etc. affect the physiological metabolism and become chronic upon negligence. Diabetes is one of the key factors that is interlinked with a plethora of diseases. Health management can be a...
Machine Learning Blood Glucose Hematocrit Humans Neural Networks, Computer
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Dragonfly algorithm-support vector machine approach for prediction the optical properties of blood.

Computer methods in biomechanics and biomedical engineering Jun 28, 2023
Knowledge of the optical properties of blood plays important role in medical diagnostics and therapeutic applications in laser medicine. In this paper, we present a very rapid and accurate artificial intelligent approach using Dragonfly Algorithm/Sup...
Hematocrit Blood Humans Algorithms Support Vector Machine
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Hematological and biochemical parameters of Spix's Saddleback Tamarin (Leontocebus fuscicollis) raised in captivity.

Veterinaria italiana Dec 31, 2021
The Spix's Saddleback Tamarin, Leontocebus fuscicollis is widely distributed across the Amazon region, but is endangered. This species is serving an important role in biomedical research in captivity. However, reference values for hematological and b...
Erythrocyte Indices Hematocrit Humans Reference Values Female Saguinus Animals Male
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Potential of high dimensional radiomic features to assess blood components in intraaortic vessels in non-contrast CT scans.

BMC medical imaging Aug 12, 2021
BACKGROUND: To assess the potential of radiomic features to quantify components of blood in intraaortic vessels to non-invasively predict moderate-to-severe anemia in non-contrast enhanced CT scans.
Humans Decision Trees Hemoglobins Aged, 80 and over Hematocrit Machine Learning Young Adult Anemia Tomography, X-Ray Computed Image Interpretation, Computer-Assisted Adult Female Aorta Male Aged Middle Aged
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Machine learning provides evidence that stroke risk is not linear: The non-linear Framingham stroke risk score.

PloS one May 21, 2020
Current stroke risk assessment tools presume the impact of risk factors is linear and cumulative. However, both novel risk factors and their interplay influencing stroke incidence are difficult to reveal using traditional additive models. The goal of...
Female Risk Factors Aged Male Middle Aged Humans Machine Learning Algorithms Prospective Studies Hematocrit Nonlinear Dynamics Models, Cardiovascular Boston Risk Assessment Cohort Studies Electrocardiography Decision Trees Stroke
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Regular cold water swimming during winter time affects resting hematological parameters and serum erythropoietin.

Journal of physiology and pharmacology : an official journal of the Polish Physiological Society Jan 30, 2020
Recreational winter swimming in cold sea water evokes body responses to regularly repeated cold water immersion. However, the understanding of adaptive changes is still limited and data regarding very short-term exposure to severe cold stress are sca...
Cold Temperature Folic Acid Swimming Female Erythrocytes Hemoglobins Humans Male Rest Seasons Middle Aged Blood Cell Count Hematocrit Water Blood Platelets Immunoglobulins Erythropoietin
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An Individualized Prediction Model for Long-term Lung Function Trajectory and Risk of COPD in the General Population.

Chest Sep 19, 2019
BACKGROUND: Prediction of future lung function will enable the identification of individuals at high risk of developing COPD, but the trajectory of lung function decline varies greatly among individuals. This study involved the development and valida...
Body Height Alcohol Drinking Spirometry Triglycerides Serum Albumin Leukocyte Count Vital Capacity Bronchodilator Agents Serum Globulins Cigarette Smoking Alkaline Phosphatase Hematocrit Dyspnea Sex Factors Longitudinal Studies Age Factors Cough Forced Expiratory Volume Female Adult Pulmonary Disease, Chronic Obstructive Male Aging Humans Middle Aged Machine Learning Risk Assessment Algorithms Lung Cohort Studies Electrocardiography
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Construct validation of machine learning in the prediction of short-term postoperative complications following total shoulder arthroplasty.

Journal of shoulder and elbow surgery Aug 3, 2019
BACKGROUND: We aimed to demonstrate that supervised machine learning (ML) models can better predict postoperative complications after total shoulder arthroplasty (TSA) than comorbidity indices.
Comorbidity Length of Stay ROC Curve Body Mass Index Age Factors Blood Transfusion Operative Time Predictive Value of Tests Supervised Machine Learning Female Aged Male Middle Aged Postoperative Complications Serum Albumin Humans Hematocrit Arthroplasty, Replacement, Shoulder Forecasting Patient Readmission Databases, Factual Smoking Reoperation
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Experimental infection of Friesian bulls with Theileria orientalis (Ikeda) and effects on the haematocrit, live weight, rectal temperature and activity.

Veterinary parasitology, regional studies and reports Sep 15, 2018
Since 2012, New Zealand has suffered from an epidemic of infectious bovine anaemia associated with T. orientalis (Ikeda), an obligate intracellular protozoan parasite of cattle. Despite widespread agreement that T. orientalis (Ikeda) infection has im...
Theileriasis Anemia Random Allocation Polymerase Chain Reaction Body Temperature Cattle Animals Theileria Rectum Male New Zealand Body Weight Hematocrit
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