AIMC Topic: Cystic Fibrosis

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Extraction of the molecular level biomedical event trigger based on gene ontology using radial belief neural network techniques.

Bio Systems Nov 28, 2020
Detection of molecular level biomedical event extraction plays a vital role in creating and visualizing the applications related to natural language processing. Cystic Fibrosis is an inherited genetic and debilitating pathology involving the respirat...
Lung Models, Theoretical Mutation Data Mining Neural Networks, Computer Algorithms Biomedical Research Cystic Fibrosis Gene Expression Regulation Gene Ontology
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Essential oils against bacterial isolates from cystic fibrosis patients by means of antimicrobial and unsupervised machine learning approaches.

Scientific reports Feb 14, 2020
Recurrent and chronic respiratory tract infections in cystic fibrosis (CF) patients result in progressive lung damage and represent the primary cause of morbidity and mortality. Staphylococcus aureus (S. aureus) is one of the earliest bacteria in CF ...
Cystic Fibrosis Transmembrane Conductance Regulator Humans Anti-Infective Agents Female Bacteria Young Adult Unsupervised Machine Learning Male Mutation Biofilms Cystic Fibrosis Oils, Volatile
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Deep learning to automate Brasfield chest radiographic scoring for cystic fibrosis.

Journal of cystic fibrosis : official journal of the European Cystic Fibrosis Society May 2, 2019
BACKGROUND: The aim of this study was to evaluate the hypothesis that a deep convolutional neural network (DCNN) model could facilitate automated Brasfield scoring of chest radiographs (CXRs) for patients with cystic fibrosis (CF), performing similar...
Lung Severity of Illness Index Deep Learning Child Tomography, X-Ray Computed Female Reproducibility of Results Male Cystic Fibrosis Pediatrics Radiography, Thoracic Humans Neural Networks, Computer Research Design Prognosis
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Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data.

IEEE transactions on bio-medical engineering Apr 3, 2019
Currently available risk prediction methods are limited in their ability to deal with complex, heterogeneous, and longitudinal data such as that available in primary care records, or in their ability to deal with multiple competing risks. This paper ...
Deep Learning Longitudinal Studies Cystic Fibrosis Survival Analysis Humans Databases, Factual
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Prognostication and Risk Factors for Cystic Fibrosis via Automated Machine Learning.

Scientific reports Jul 26, 2018
Accurate prediction of survival for cystic fibrosis (CF) patients is instrumental in establishing the optimal timing for referring patients with terminal respiratory failure for lung transplantation (LT). Current practice considers referring patients...
Automation Respiratory Function Tests Respiratory Insufficiency Cystic Fibrosis Survival Analysis United Kingdom Humans Machine Learning Biomarkers Prognosis Risk Factors
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Serum Levels of Visfatin, Omentin and Irisin in Patients with End-Stage Lung Disease Before and After Lung Transplantation.

Annals of transplantation Dec 26, 2017
BACKGROUND The aim of this study was to investigate serum concentrations of visfatin, irisin, and omentin in patients with end-stage lung diseases (ESLD) before and after lung transplantation (LTx) and to find relationship between adipokines levels a...
Humans Cytokines Female Young Adult Adult Pulmonary Disease, Chronic Obstructive Male Middle Aged Cystic Fibrosis Adolescent Nicotinamide Phosphoribosyltransferase Postoperative Period Treatment Outcome Fibronectins Lectins Body Mass Index GPI-Linked Proteins Idiopathic Pulmonary Fibrosis Lung Transplantation
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Defining lower airway bacterial infection in children with chronic endobronchial disorders.

Pediatric pulmonology Dec 19, 2017
BACKGROUND: Differentiating lower airway bacterial infection from possible upper airway contamination in children with endobronchial disorders undergoing bronchoalveolar lavage (BAL) is important for guiding management. A diagnostic bacterial load th...
Bronchoalveolar Lavage Fluid Leukocyte Count Bronchoalveolar Lavage Bronchial Diseases Chronic Disease Bacterial Infections Cystic Fibrosis Bacterial Load Child, Preschool Humans Child Anti-Bacterial Agents Neutrophils Female Bronchoscopy Male Infant
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Vitamin D Deficiency and Atopic Dermatitis: Consider Disease, Race, and Body Mass.

Skinmed Dec 1, 2017
Vitamin D deficiency causes rickets, but has been associated with various diseases, including atopic dermatitis (AD). This study analyzes serum vitamin D in pediatric medical center patients with AD and potential confounding factors. At Cardinal Glen...
Dermatitis, Atopic Asian Severity of Illness Index Young Adult Humans Skin Pigmentation United States Male Adolescent Retrospective Studies Cystic Fibrosis Body Mass Index Infant Child, Preschool Female White People Vitamin D Prevalence Child Infant, Newborn Black or African American Vitamin D Deficiency Racial Groups
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Explainable Artificial Intelligence for Deep-Learning Based Classification of Cystic Fibrosis Lung Changes in MRI.

Studies in health technology and informatics Jan 25, 2024
Algorithms increasing the transparence and explain ability of neural networks are gaining more popularity. Applying them to custom neural network architectures and complex medical problems remains challenging. In this work, several algorithms such as...
Artificial Intelligence Algorithms Deep Learning Magnetic Resonance Imaging Cystic Fibrosis Humans
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Opportunities for machine learning to transform care for people with cystic fibrosis.

Journal of cystic fibrosis : official journal of the European Cystic Fibrosis Society Jan 1, 2020
Machine Learning Precision Medicine Prognosis Clinical Decision-Making Humans Patient Care Management Risk Assessment Registries Cystic Fibrosis Critical Pathways
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