AIMC Topic: Acute Disease

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Artificial neural network algorithm model as powerful tool to predict acute lung injury following to severe acute pancreatitis.

Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] Sep 26, 2018
OBJECTIVE: The aim of this study is to predict the risk of severe acute pancreatitis (SAP) associated with acute lung injury (ALI) by artificial neural networks (ANNs) model.
Prognosis Acute Kidney Injury Female Young Adult Adult Humans Neural Networks, Computer Machine Learning Algorithms Predictive Value of Tests Area Under Curve Acute Disease L-Lactate Dehydrogenase Oxyhemoglobins Pancreatitis Male Middle Aged Risk Assessment ROC Curve Logistic Models
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Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data.

Biometrics May 18, 2018
Clinicians often make multiple treatment decisions at key points over the course of a patient's disease. A dynamic treatment regime is a sequence of decision rules, each mapping a patient's observed history to the set of available, feasible treatment...
Leukemia Humans Algorithms Decision Support Techniques Computer Simulation Support Vector Machine Randomized Controlled Trials as Topic Acute Disease Outcome Assessment, Health Care Survival Analysis Biometry
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A Novel Deep Learning Approach for Automated Diagnosis of Acute Ischemic Infarction on Computed Tomography.

JACC. Cardiovascular imaging May 16, 2018
Humans Prospective Studies Tomography, X-Ray Computed Brain Infarction Middle Aged Deep Learning Predictive Value of Tests Acute Disease Radiographic Image Interpretation, Computer-Assisted Female Reproducibility of Results Aged Aged, 80 and over Male
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Evaluation of a Machine Learning-Based Prognostic Model for Unrelated Hematopoietic Cell Transplantation Donor Selection.

Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation Feb 2, 2018
The survival of patients undergoing hematopoietic cell transplantation (HCT) from unrelated donors for acute leukemia exhibits considerable variation, even after stringent genetic matching. To improve the donor selection process, we attempted to crea...
Humans Machine Learning Algorithms Donor Selection Leukemia Unrelated Donors Prognosis Survival Rate Predictive Value of Tests Acute Disease Hematopoietic Stem Cell Transplantation
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Pro-inflammatory cytokines after an episode of acute pancreatitis: associations with fasting gut hormone profile.

Inflammation research : official journal of the European Histamine Research Society ... [et al.] Dec 29, 2017
INTRODUCTION: Pro-inflammatory cytokines, such as interleukin (IL)-6, tumour necrosis factor (TNF)α, and monocyte chemoattractant protein (MCP)-1, are often elevated in individuals after acute pancreatitis but what determines their levels is poorly u...
Fasting Gastric Inhibitory Polypeptide Aged Humans Hyperglycemia Gastrointestinal Hormones Adult Tumor Necrosis Factor-alpha Chemokine CCL2 Peptide YY Cross-Sectional Studies Acute Disease Interleukin-6 Male Pancreatitis Pregnancy Middle Aged Female
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[Application of Ischemia Modified Albumin for Acute Ischemic Heart Disease in Forensic Science].

Fa yi xue za zhi Oct 25, 2017
OBJECTIVES: To explore the application value and forensic significance of ischemia modified albumin （IMA） in pericardial fluid to diagnose sudden cardiac death.
Myocardial Infarction Myocardial Ischemia Serum Albumin, Human Forensic Sciences Serum Albumin Sensitivity and Specificity Male Middle Aged ROC Curve Acute Disease Humans Biomarkers Female
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Risk Prediction for Portal Vein Thrombosis in Acute Pancreatitis Using Radial Basis Function.

Annals of vascular surgery Sep 22, 2017
BACKGROUND: Acute pancreatitis (AP) can induce portosplenomesenteric vein thrombosis (PVT), which may generate higher morbidity and mortality. However current diagnostic modalities for PVT are still controversial. In recent decades, artificial neural...
APACHE Pancreatitis Hematologic Tests Logistic Models Models, Theoretical Venous Thrombosis Acute Disease Portal Vein Sensitivity and Specificity Male Middle Aged Risk Assessment ROC Curve Humans Neural Networks, Computer Biomarkers Retrospective Studies Female Adult
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Early Identification of Patients With Acute Decompensated Heart Failure.

Journal of cardiac failure Sep 5, 2017
BACKGROUND: Interventions to reduce readmissions after acute heart failure hospitalization require early identification of patients. The purpose of this study was to develop and test accuracies of various approaches to identify patients with acute de...
Quality Improvement Early Diagnosis Male Middle Aged Acute Disease Registries Heart Failure Humans Machine Learning Algorithms Retrospective Studies Electronic Health Records Female Hospitalization Aged
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Machine-learning algorithms define pathogen-specific local immune fingerprints in peritoneal dialysis patients with bacterial infections.

Kidney international Mar 17, 2017
The immune system has evolved to sense invading pathogens, control infection, and restore tissue integrity. Despite symptomatic variability in patients, unequivocal evidence that an individual's immune system distinguishes between different organisms...
Female Reproducibility of Results Aged Aged, 80 and over Young Adult Adult Male Point-of-Care Systems Middle Aged Case-Control Studies Adolescent Humans Machine Learning Biomarkers Acute Disease Gram-Positive Bacterial Infections Time Factors Point-of-Care Testing Gram-Negative Bacterial Infections ROC Curve Nonlinear Dynamics Peptide Mapping Peritonitis Bacteria Pattern Recognition, Automated Peritoneal Dialysis Predictive Value of Tests Host-Pathogen Interactions Area Under Curve
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Artificial neural networks predict the incidence of portosplenomesenteric venous thrombosis in patients with acute pancreatitis.

Journal of thrombosis and haemostasis : JTH Feb 3, 2017
UNLABELLED: Essentials Predicting the occurrence of portosplenomesenteric vein thrombosis (PSMVT) is difficult. We studied 72 patients with acute pancreatitis. Artificial neural networks modeling was more accurate than logistic regression in predicti...
Ultrasonography, Doppler Aged Pancreatitis Young Adult Adult Logistic Models Male Venous Thrombosis Middle Aged Regression Analysis ROC Curve Acute Disease Humans Pattern Recognition, Automated Neural Networks, Computer Software Retrospective Studies Female
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