AIMC Journal:
Computational and mathematical methods in medicine

Showing 331 to 340 of 406 articles

Emergency Department Capacity Planning: A Recurrent Neural Network and Simulation Approach.

Computational and mathematical methods in medicine Nov 15, 2019
Emergency departments (EDs) play a vital role in the whole healthcare system as they are the first point of care in hospitals for urgent and critically ill patients. Therefore, effective management of hospital's ED is crucial in improving the quality...
Humans Reproducibility of Results Turkey Neural Networks, Computer Length of Stay Climate Machine Learning Time Factors Hospital Administration Algorithms Emergency Service, Hospital Emergency Treatment Computer Simulation Bed Occupancy
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Resting-State Functional Network Scale Effects and Statistical Significance-Based Feature Selection in Machine Learning Classification.

Computational and mathematical methods in medicine Nov 4, 2019
In recent years, functional brain network topological features have been widely used as classification features. Previous studies have found that network node scale differences caused by different network parcellation definitions significantly affect...
Pattern Recognition, Automated Nerve Net Support Vector Machine Magnetic Resonance Imaging Cluster Analysis Brain Mapping Female Medical Informatics Middle Aged Reproducibility of Results Humans Depressive Disorder, Major Young Adult Neural Networks, Computer Diagnosis, Computer-Assisted Adult Machine Learning Adolescent Male Algorithms Brain
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Integrative Deep Learning for Identifying Differentially Expressed (DE) Biomarkers.

Computational and mathematical methods in medicine Nov 2, 2019
As a large amount of genetic data are accumulated, an effective analytical method and a significant interpretation are required. Recently, various methods of machine learning have emerged to process genetic data. In addition, machine learning analysi...
Deep Learning Genomics Biomarkers Humans Support Vector Machine Neural Networks, Computer Computer Simulation Regression Analysis Software Female Algorithms Breast Neoplasms Gene Expression Profiling
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A Cascaded Convolutional Neural Network for Assessing Signal Quality of Dynamic ECG.

Computational and mathematical methods in medicine Oct 20, 2019
Motion artifacts and myoelectrical noise are common issues complicating the collection and processing of dynamic electrocardiogram (ECG) signals. Recent signal quality studies have utilized a binary classification metric in which ECG samples are dete...
Humans Neural Networks, Computer Algorithms Databases, Factual Female Reproducibility of Results Aged Aged, 80 and over Artifacts Signal Processing, Computer-Assisted Signal-To-Noise Ratio Adult Electrocardiography, Ambulatory Male Motion Middle Aged Arrhythmias, Cardiac China Heart Rate
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An Ontology-Based Artificial Intelligence Model for Medicine Side-Effect Prediction: Taking Traditional Chinese Medicine as an Example.

Computational and mathematical methods in medicine Oct 1, 2019
In this work, an ontology-based model for AI-assisted medicine side-effect (SE) prediction is developed, where three main components, including the drug model, the treatment model, and the AI-assisted prediction model, of the proposed model are prese...
Drug-Related Side Effects and Adverse Reactions Data Collection Pattern Recognition, Automated Humans Algorithms Neural Networks, Computer Patient Safety Artificial Intelligence Reproducibility of Results Medicine, Chinese Traditional Drugs, Chinese Herbal
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Correlation-Based Ensemble Feature Selection Using Bioinspired Algorithms and Classification Using Backpropagation Neural Network.

Computational and mathematical methods in medicine Sep 23, 2019
A framework for clinical diagnosis which uses bioinspired algorithms for feature selection and gradient descendant backpropagation neural network for classification has been designed and implemented. The clinical data are subjected to data preprocess...
Reproducibility of Results Sensitivity and Specificity Breast Neoplasms Diagnosis, Computer-Assisted Computational Biology Support Vector Machine Hepatitis Pattern Recognition, Automated Neural Networks, Computer Machine Learning Software Algorithms Computer Simulation Humans
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Noninvasive Evaluation of Liver Fibrosis Reverse Using Artificial Neural Network Model for Chronic Hepatitis B Patients.

Computational and mathematical methods in medicine Jul 21, 2019
The diagnostic performance of an artificial neural network model for chronic HBV-induced liver fibrosis reverse is not well established. Our research aims to construct an ANN model for estimating noninvasive predictors of fibrosis reverse in chronic ...
Adult Male Middle Aged China ROC Curve Neural Networks, Computer Prospective Studies Biomarkers Female Remission Induction Mathematical Concepts Liver Cirrhosis Liver Biopsy Models, Biological Hepatitis B, Chronic Humans
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Using Machine Learning Algorithms to Predict Hepatitis B Surface Antigen Seroclearance.

Computational and mathematical methods in medicine Jun 11, 2019
Hepatitis B surface antigen (HBsAg) seroclearance during treatment is associated with a better prognosis among patients with chronic hepatitis B (CHB). Significant gaps remain in our understanding on how to predict HBsAg seroclearance accurately and ...
Humans Machine Learning Computer Simulation DNA, Viral Regression Analysis Decision Trees Hepatitis B Surface Antigens Sensitivity and Specificity Area Under Curve Hepatitis B, Chronic Male Prognosis Middle Aged Female China Reproducibility of Results ROC Curve Adult
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A Technical Review of Convolutional Neural Network-Based Mammographic Breast Cancer Diagnosis.

Computational and mathematical methods in medicine Mar 25, 2019
This study reviews the technique of convolutional neural network (CNN) applied in a specific field of mammographic breast cancer diagnosis (MBCD). It aims to provide several clues on how to use CNN for related tasks. MBCD is a long-standing problem, ...
Radiographic Image Interpretation, Computer-Assisted Mathematical Computing Female Breast Neoplasms Computational Biology Mammography Humans Neural Networks, Computer Machine Learning Computer Simulation
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Minimalistic Approach to Coreference Resolution in Lithuanian Medical Records.

Computational and mathematical methods in medicine Mar 20, 2019
Coreference resolution is a challenging part of natural language processing (NLP) with applications in machine translation, semantic search and other information retrieval, and decision support systems. Coreference resolution requires linguistic prep...
Humans Machine Learning Algorithms Semantics Pattern Recognition, Automated Mathematical Computing Linguistics Lithuania Electronic Health Records Language Computational Biology Natural Language Processing Data Mining
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