AIMC Topic: Platelet Count

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Characterization of clinical patterns of dengue patients using an unsupervised machine learning approach.

BMC infectious diseases Jul 22, 2019
BACKGROUND: Despite the greater sensitivity of the new dengue clinical classification proposed by the World Health Organization (WHO) in 2009, there is a need for a better definition of warning signs and clinical progression of dengue cases. Classic ...
Platelet Count Stochastic Processes Dengue Age Distribution Adolescent Child, Preschool Child Unsupervised Machine Learning Abdominal Pain Humans Algorithms Retrospective Studies Female Aged Adult Cross-Sectional Studies Male Middle Aged Brazil Infant
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Transfusion after total knee arthroplasty can be predicted using the machine learning algorithm.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA Jun 28, 2019
PURPOSE: A blood transfusion after total knee arthroplasty (TKA) is associated with an increase in complication and infection rates. However, no studies have been conducted to predict transfusion after TKA using a machine learning algorithm. The purp...
Platelet Count ROC Curve Blood Transfusion Area Under Curve Hemoglobins Tranexamic Acid Arthroplasty, Replacement, Knee Aged Adult Male Middle Aged Risk Assessment Humans Machine Learning Algorithms Retrospective Studies Female
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Machine Learning-based Development and Validation of a Scoring System for Screening High-Risk Esophageal Varices.

Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association Jan 29, 2019
BACKGROUND & AIMS: Many patients with cirrhosis who undergo esophagogastroduodenoscopy (EGD) screening for esophageal varices (EVs) are found to have no or only small EVs. Endoscopic screening for EVs is therefore a potentially deferrable procedure t...
Liver Cirrhosis, Alcoholic Sodium Humans Gastrointestinal Hemorrhage Platelet Count Machine Learning Hepatic Encephalopathy Middle Aged Hepatitis C, Chronic Prospective Studies Thrombocytopenia Serum Albumin Alanine Transaminase Risk Assessment Female Blood Urea Nitrogen Aspartate Aminotransferases Esophageal and Gastric Varices Severity of Illness Index Endoscopy, Digestive System Bilirubin Aged Ascites Liver Cirrhosis Creatinine Male Mass Screening Non-alcoholic Fatty Liver Disease International Normalized Ratio Hemoglobins
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Plasminogen activator inhibitor-1 is associated with the metabolism and development of advanced colonic polyps.

Translational research : the journal of laboratory and clinical medicine Jun 6, 2018
Implications of plasminogen activator inhibitor-1 (PAI-1) in colonic polyps remain elusive. A prospective study was conducted with 188 consecutive subjects who underwent colonoscopy at a tertiary referral center. Biochemical parameters, serum PAI-1 l...
Adenoma Plasminogen Activator Inhibitor 1 Cholesterol, HDL Colonic Polyps Platelet Count Middle Aged Alanine Transaminase Humans Colonoscopy Triglycerides Prospective Studies ROC Curve Homeostasis Female Polymorphism, Single Nucleotide Aged Genotype Male Insulin Resistance
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Serum tests, liver stiffness and artificial neural networks for diagnosing cirrhosis and portal hypertension.

Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver Feb 7, 2015
BACKGROUND: The diagnostic performance of biochemical scores and artificial neural network models for portal hypertension and cirrhosis is not well established.
Liver Cirrhosis Liver Esophageal and Gastric Varices Platelet Count Elasticity Imaging Techniques Hypertension, Portal Algorithms Humans Female Neural Networks, Computer Aged Male Middle Aged
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An APRI+ALBI-Based Multivariable Model as a Preoperative Predictor for Posthepatectomy Liver Failure.

Annals of surgery May 1, 2025
OBJECTIVE AND BACKGROUND: Clinically significant posthepatectomy liver failure (PHLF B+C) remains the main cause of mortality after major hepatic resection. This study aimed to establish an aspartate aminotransferase to platelet ratio combined with a...
Female Aged Male Middle Aged Risk Assessment Postoperative Complications Humans Databases, Factual Hepatectomy Liver Function Tests Liver Failure Preoperative Period ROC Curve Serum Albumin Predictive Value of Tests Predictive Learning Models Area Under Curve Platelet Count Aspartate Aminotransferases Bilirubin
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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...
Humans Machine Learning Phenotype Interleukin-6 Prognosis Biomarkers, Tumor Receptors, Tumor Necrosis Factor, Type I Partial Pressure Protein C Creatinine Vasoconstrictor Agents Carbon Dioxide Plasminogen Activator Inhibitor 1 Platelet Count Bilirubin Pulmonary Ventilation Vital Signs Serum Albumin Mortality Bicarbonates Tidal Volume Leukocyte Count Blood Pressure Area Under Curve Interleukin-8 Latent Class Analysis Oxygen Inflammation Intercellular Adhesion Molecule-1 Age Factors Respiratory Distress Syndrome Randomized Controlled Trials as Topic
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[Innovative activated platelet detection technology by artificial intelligence].

[Rinsho ketsueki] The Japanese journal of clinical hematology Jan 1, 2020
Although antiplatelet drugs are widely used for the prevention and treatment of atherothrombosis, clinical tests capable of evaluating their efficacy have not been established. Focusing on platelet aggregates in blood, we announced the world's first ...
Humans Artificial Intelligence Technology Platelet Count Blood Platelets Platelet Aggregation Inhibitors Platelet Aggregation Platelet Activation
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[Thrombocytosis Associated with Poor Prognosis in Patients with Gastric Cancer].

Gan to kagaku ryoho. Cancer & chemotherapy Nov 1, 2015
BACKGROUND: Thrombocytosis in patients with cancer is reportedly associated with an increased expression of angiogenic factors and a poor prognosis in some cancer types. The aim of this study was to analyze the clinicopathological significance and pr...
Male Humans Neoplasm Staging Prognosis Platelet Count Female Thrombocytosis Aged Stomach Neoplasms
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Physicochemical properties and biological evaluation of Yoyo bitters.

African journal of medicine and medical sciences Jun 1, 2015
BACKGROUND: The current widespread distribution and use of Yoyo bitters; an herbal bitters made in Nigeria calls for an assessment of its content, efficacy and extent to which this product achieves the labelled claim of being an herbal cleanser.
Hydrogen-Ion Concentration Body Weight Platelet Count Hydroxybenzoates Random Allocation Plant Preparations Trace Elements Blood Glucose Antioxidants Rats, Wistar Liver Anti-Bacterial Agents Leukocyte Count Animals Male
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