AIMC Journal:
Computer methods and programs in biomedicine

Showing 691 to 700 of 863 articles

Deep neural models for extracting entities and relationships in the new RDD corpus relating disabilities and rare diseases.

Computer methods and programs in biomedicine Jul 20, 2018
BACKGROUND AND OBJECTIVE: There is a huge amount of rare diseases, many of which have associated important disabilities. It is paramount to know in advance the evolution of the disease in order to limit and prevent the appearance of disabilities and ...
Persons with Disabilities Natural Language Processing Data Mining Semantics Rare Diseases Humans Neural Networks, Computer Databases, Factual Deep Learning
View on PubMed DOI

A novel integrated action crossing method for drug-drug interaction prediction in non-communicable diseases.

Computer methods and programs in biomedicine Jun 22, 2018
BACKGROUND AND OBJECTIVE: Drug-drug interaction (DDI) is one of the main causes of toxicity and treatment inefficacy. This work focuses on non-communicable diseases (NCDs), the non-transmissible and long-lasting diseases since they are the leading ca...
Humans Area Under Curve Computer Simulation False Positive Reactions Neural Networks, Computer Noncommunicable Diseases Cytochrome P-450 Enzyme System Quantitative Structure-Activity Relationship Reproducibility of Results Drug Interactions Machine Learning Support Vector Machine Probability Simvastatin Algorithms Cluster Analysis Databases, Factual
View on PubMed DOI

Fetal health status prediction based on maternal clinical history using machine learning techniques.

Computer methods and programs in biomedicine Jun 14, 2018
BACKGROUND AND OBJECTIVE: Congenital anomalies are seen at 1-3% of the population, probabilities of which are tried to be found out primarily through double, triple and quad tests during pregnancy. Also, ultrasonographical evaluations of fetuses enha...
Logistic Models Support Vector Machine Health Status Regression Analysis Ultrasonography, Prenatal Diagnosis, Computer-Assisted ROC Curve Mobile Applications Telemedicine Fetus Perception Congenital Abnormalities Decision Trees Area Under Curve Bayes Theorem Internet Humans Pregnancy Female Reproducibility of Results Machine Learning Algorithms
View on PubMed DOI

Fuzzy decision support systems to diagnose musculoskeletal disorders: A systematic literature review.

Computer methods and programs in biomedicine Jun 6, 2018
BACKGROUND AND OBJECTIVE: Musculoskeletal disorders (MSDs) are one of the most important causes of disability with a high prevalence. The accurate and timely diagnosis of these disorders is often difficult. Clinical decision support systems (CDSSs) c...
Decision Support Systems, Clinical Inflammation Fuzzy Logic Publications Musculoskeletal Diseases Humans Software Reproducibility of Results Risk Assessment Prevalence
View on PubMed DOI

Using machine-learning approaches to predict non-participation in a nationwide general health check-up scheme.

Computer methods and programs in biomedicine May 29, 2018
BACKGROUND: In the time since the launch of a nationwide general health check-up and instruction program in Japan in 2008, interest in the formulation of an effective and efficient strategy to improve the participation rate has been growing. The aim ...
Male Middle Aged ROC Curve Logistic Models Area Under Curve Patient Compliance Japan Support Vector Machine Health Status Female Aged Adult Sensitivity and Specificity Machine Learning Algorithms Databases, Factual Normal Distribution Retrospective Studies Humans
View on PubMed DOI

Fine-grained leukocyte classification with deep residual learning for microscopic images.

Computer methods and programs in biomedicine May 22, 2018
BACKGROUND AND OBJECTIVE: Leukocyte classification and cytometry have wide applications in medical domain, previous researches usually exploit machine learning techniques to classify leukocytes automatically. However, constrained by the past developm...
Humans Neural Networks, Computer Machine Learning Support Vector Machine Leukocytes Models, Statistical Microscopy Pattern Recognition, Automated
View on PubMed DOI

Estimating the refractive index of oxygenated and deoxygenated hemoglobin using genetic algorithm - support vector regression model.

Computer methods and programs in biomedicine May 21, 2018
BACKGROUND AND OBJECTIVES: The refractive index of hemoglobin plays important role in hematology due to its strong correlation with the pathophysiology of different diseases. Measurement of the real part of the refractive index remains a challenge du...
Refractometry Reproducibility of Results Humans Models, Statistical Support Vector Machine Software Oxygen Algorithms Hemoglobins
View on PubMed DOI

Deep generative learning for automated EHR diagnosis of traditional Chinese medicine.

Computer methods and programs in biomedicine May 4, 2018
BACKGROUND: Computer-aided medical decision-making (CAMDM) is the method to utilize massive EMR data as both empirical and evidence support for the decision procedure of healthcare activities. Well-developed information infrastructure, such as hospit...
Models, Statistical Bayes Theorem Information Storage and Retrieval Clinical Decision-Making Deep Learning Support Vector Machine Medicine, Chinese Traditional Humans Algorithms Computer Simulation Electronic Health Records
View on PubMed DOI

Small lung nodules detection based on local variance analysis and probabilistic neural network.

Computer methods and programs in biomedicine Apr 28, 2018
BACKGROUND AND OBJECTIVE: In medical examinations doctors use various techniques in order to provide to the patients an accurate analysis of their actual state of health. One of the commonly used methodologies is the x-ray screening. This examination...
Medical Errors Lung Neoplasms Reproducibility of Results False Positive Reactions Humans Probability Sensitivity and Specificity Solitary Pulmonary Nodule X-Rays Lung Pattern Recognition, Automated Neural Networks, Computer Radiographic Image Enhancement Radiographic Image Interpretation, Computer-Assisted Image Processing, Computer-Assisted Algorithms Carcinoma Databases, Factual
View on PubMed DOI

Detection of white matter lesion regions in MRI using SLIC0 and convolutional neural network.

Computer methods and programs in biomedicine Apr 19, 2018
BACKGROUND AND OBJECTIVE: White matter lesions are non-static brain lesions that have a prevalence rate up to 98% in the elderly population. Because they may be associated with several brain diseases, it is important that they are detected as soon as...
Magnetic Resonance Imaging Databases, Factual Pattern Recognition, Automated Prevalence Humans Brain False Positive Reactions Diagnosis, Computer-Assisted Reproducibility of Results White Matter Neural Networks, Computer Deep Learning Sensitivity and Specificity Algorithms Image Processing, Computer-Assisted
View on PubMed DOI
Popular Topics
Popular Journals