AIMC Topic: Acute Disease

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Telecardiology unleashed: probing the depths of effectiveness in remote monitoring and telemedicine applications for acute cardiac conditions.

European heart journal. Acute cardiovascular care May 16, 2025
Telecardiology has emerged as a promising approach in acute cardiac care through advancements in digital health technologies. This review explores the current evidence of telemedicine applications in acute coronary syndrome, arrhythmias, and acute he...
Humans Telemedicine Heart Diseases Acute Coronary Syndrome Electrocardiography Cardiology Monitoring, Physiologic Acute Disease Arrhythmias, Cardiac
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Constructing a prediction model for acute pancreatitis severity based on liquid neural network.

Scientific reports May 13, 2025
Acute pancreatitis (AP) is a common disease, and severe acute pancreatitis (SAP) has a high morbidity and mortality rate. Early recognition of SAP is crucial for prognosis. This study aimed to develop a novel liquid neural network (LNN) model for pre...
Female Aged Adult Male Humans Neural Networks, Computer Prognosis Retrospective Studies Logistic Models Acute Disease Pancreatitis Middle Aged Severity of Illness Index ROC Curve
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Robust Diagnosis of Acute Bacterial and Viral Infections via Host Gene Expression Rank-Based Ensemble Machine Learning Algorithm: A Multi-Cohort Model Development and Validation Study.

Clinical chemistry Apr 3, 2025
BACKGROUND: The accurate and prompt diagnosis of infections is essential for improving patient outcomes and preventing bacterial drug resistance. Host gene expression profiling as an approach to infection diagnosis holds great potential in assisting ...
ROC Curve Bacterial Infections Acute Disease Virus Diseases Middle Aged Gene Expression Profiling Cohort Studies Humans Machine Learning Algorithms Prospective Studies Female Male
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Machine learning model-based prediction of postpancreatectomy acute pancreatitis following pancreaticoduodenectomy: A retrospective cohort study.

World journal of gastroenterology Feb 28, 2025
BACKGROUND: The International Study Group of Pancreatic Surgery has established the definition and grading system for postpancreatectomy acute pancreatitis (PPAP). There are no established machine learning models for predicting PPAP following pancrea...
Algorithms Retrospective Studies Female Risk Factors Aged Male Middle Aged Humans Machine Learning Pancreatic Fistula Pancreaticoduodenectomy Pancreatitis ROC Curve Predictive Value of Tests Acute Disease Pancreatectomy Risk Assessment Postoperative Complications Incidence
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Deep learning model for identifying acute heart failure patients using electrocardiography in the emergency room.

European heart journal. Acute cardiovascular care Feb 20, 2025
AIMS: Acute heart failure (AHF) poses significant diagnostic challenges in the emergency room (ER) because of its varied clinical presentation and limitations of traditional diagnostic methods. This study aimed to develop and evaluate a deep learning...
Heart Failure ROC Curve Electrocardiography Emergency Service, Hospital Acute Disease Stroke Volume Middle Aged Deep Learning Retrospective Studies Humans Female Aged Male
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Identification and validation of tissue-based gene biomarkers for acute intestinal graft-versus-host disease(AIGVHD).

Frontiers in immunology Jan 1, 2025
BACKGROUND: Acute intestinal graft-versus-host disease (AIGVHD) is a common complication of allogeneic hematopoietic stem cell transplantation (allo HSCT) with a high mortality rate. The primary aim of the present study is to identify tissue-based ge...
Hematopoietic Stem Cell Transplantation Intestinal Diseases Receptors, IgG Acute Disease Genetic Markers Graft vs Host Disease Machine Learning Biomarkers Animals Gene Expression Profiling Mice Membrane Proteins Disease Models, Animal Humans
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Construction of a Multi-View Deep Learning Model for the Severity Classification of Acute Pancreatitis.

Discovery medicine Jan 1, 2025
BACKGROUND: Acute pancreatitis (AP) is a prevalent pathological condition of abdomen characterized by sudden onset, high incidence and complex progression. Timely assessment of AP severity is crucial for informing intervention decisions so as to dela...
Female Aged Adult Male Humans Neural Networks, Computer Algorithms Tomography, X-Ray Computed Acute Disease Pancreatitis Middle Aged Severity of Illness Index Deep Learning
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Seeking Details on Artificial Intelligence Diagnosis for Acute Otitis Media.

JAMA pediatrics Aug 1, 2024
Child Acute Disease Otitis Media Humans Artificial Intelligence
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Seeking Details on Artificial Intelligence Diagnosis for Acute Otitis Media-Reply.

JAMA pediatrics Aug 1, 2024
Humans Artificial Intelligence Acute Disease Otitis Media
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A method for predicting mortality in acute mesenteric ischemia: Machine learning.

Ulusal travma ve acil cerrahi dergisi = Turkish journal of trauma & emergency surgery : TJTES Jul 1, 2024
BACKGROUND: This study aimed to develop and validate an artificial intelligence model using machine learning (ML) to predict hospital mortality in patients with acute mesenteric ischemia (AMI).
Middle Aged Hospital Mortality Predictive Value of Tests Acute Disease Mesenteric Ischemia Aged Aged, 80 and over Humans Adult Machine Learning Male Female
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