AIMC Topic: Probability

Clear Filters Showing 271 to 280 of 434 articles

Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images.

International journal of computer assisted radiology and surgery Jul 19, 2018
PURPOSE: We present a cross-modality and fully automatic pipeline for labeling of intervertebral discs and vertebrae in volumetric data of the lumbar and thoracolumbar spine. The main goal is to provide an algorithm that is applicable to a wide range...
Neural Networks, Computer Software Algorithms Tomography, X-Ray Computed Humans Models, Statistical Lumbar Vertebrae Probability Pattern Recognition, Automated Reproducibility of Results Imaging, Three-Dimensional Image Processing, Computer-Assisted Magnetic Resonance Imaging Intervertebral Disc
View on PubMed DOI

Estimating risk of severe neonatal morbidity in preterm births under 32 weeks of gestation.

The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians Jul 18, 2018
A large recent study analyzed the relationship between multiple factors and neonatal outcome and in preterm births. Study variables included the reason for admission, indication for delivery, optimal steroid use, gestational age, and other potential...
Infant Mortality Male Infant, Newborn Gestational Age Prospective Studies Premature Birth Stillbirth Diagnostic Techniques, Obstetrical and Gynecological Risk Assessment Risk Factors Prognosis Infant, Premature, Diseases Infant Adult Pregnancy Infant, Small for Gestational Age Severity of Illness Index Humans Female Predictive Value of Tests Machine Learning Morbidity Probability
View on PubMed DOI

Editorial Comment on: Impact of the Mayo Adhesive Probability Score on the Complexity of Robot-Assisted Partial Nephrectomy by Ishiyama et al.

Journal of endourology Jul 9, 2018
Probability Kidney Neoplasms Nephrectomy Adhesives Humans Robotics
View on PubMed DOI

A meta-learning framework using representation learning to predict drug-drug interaction.

Journal of biomedical informatics Jun 26, 2018
MOTIVATION: Predicting Drug-Drug Interaction (DDI) has become a crucial step in the drug discovery and development process, owing to the rise in the number of drugs co-administered with other drugs. Consequently, the usage of computational methods fo...
Probability Drug Design Technology, Pharmaceutical Computational Biology Software Algorithms Drug Development Pharmaceutical Preparations Predictive Value of Tests Drug Interactions Supervised Machine Learning Drug-Related Side Effects and Adverse Reactions
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...
Databases, Factual Computer Simulation Reproducibility of Results Support Vector Machine Cluster Analysis Area Under Curve Noncommunicable Diseases Drug Interactions Humans Neural Networks, Computer Machine Learning Algorithms False Positive Reactions Probability Quantitative Structure-Activity Relationship Cytochrome P-450 Enzyme System Simvastatin
View on PubMed DOI

A sparsity-based stochastic pooling mechanism for deep convolutional neural networks.

Neural networks : the official journal of the International Neural Network Society Jun 15, 2018
A novel sparsity-based stochastic pooling which integrates the advantages of max-pooling, average-pooling and stochastic pooling is introduced. The proposed pooling is designed to balance the advantages and disadvantages of max-pooling and average-po...
Machine Learning Probability Pattern Recognition, Automated Neural Networks, Computer
View on PubMed DOI

Medical concept normalization in social media posts with recurrent neural networks.

Journal of biomedical informatics Jun 12, 2018
Text mining of scientific libraries and social media has already proven itself as a reliable tool for drug repurposing and hypothesis generation. The task of mapping a disease mention to a concept in a controlled vocabulary, typically to the standard...
Linguistics Social Networking Social Media Natural Language Processing Pharmaceutical Preparations Data Mining Probability Medical Informatics Semantics Unified Medical Language System Neural Networks, Computer
View on PubMed DOI

Robust 3D point cloud registration based on bidirectional Maximum Correntropy Criterion.

PloS one May 25, 2018
This paper presents a robust 3D point cloud registration algorithm based on bidirectional Maximum Correntropy Criterion (MCC). Comparing with traditional registration algorithm based on the mean square error (MSE), using the MCC is superior in dealin...
Imaging, Three-Dimensional Humans Artificial Intelligence Signal Processing, Computer-Assisted Algorithms Probability Signal-To-Noise Ratio
View on PubMed DOI

Exploiting semantic patterns over biomedical knowledge graphs for predicting treatment and causative relations.

Journal of biomedical informatics May 12, 2018
BACKGROUND: Identifying new potential treatment options for medical conditions that cause human disease burden is a central task of biomedical research. Since all candidate drugs cannot be tested with animal and clinical trials, in vitro approaches a...
Medical Informatics Semantics Pattern Recognition, Automated Humans Unified Medical Language System Machine Learning Drug Repositioning Algorithms Natural Language Processing Vocabulary, Controlled Databases, Factual Probability Biomedical Research Knowledge Regression Analysis Decision Trees
View on PubMed DOI

Application of fuzzy fault tree analysis based on modified fuzzy AHP and fuzzy TOPSIS for fire and explosion in the process industry.

International journal of occupational safety and ergonomics : JOSE May 9, 2018
This study aimed at establishing fault tree analysis (FTA) using expert opinion to compute the probability of an event. To find the probability of the top event (TE), all probabilities of the basic events (BEs) should be available when the FTA is dra...
Fuzzy Logic Fires Occupational Health Probability Organizational Case Studies Humans Chemical Industry Risk Assessment Explosions
View on PubMed DOI
Popular Topics
Recent Journals