AIMC Topic: Time Factors

Clear Filters Showing 251 to 260 of 2001 articles

On fuzzy Henstock-Stieltjes integral on time scales with respect to bounded variation function.

PloS one Sep 26, 2024
In present paper we will investigate the basic theory of fuzzy Henstock-Stieltjes Δ-integral with respect to a bounded variation function on time scale. Firstly, we define the notion of fuzzy Henstock-Stieltjes Δ-integral (or briefly FHS-Δ-integral) ...
Fuzzy Logic Algorithms Time Factors Models, Theoretical
View on PubMed DOI

Multi-scale convolution enhanced transformer for multivariate long-term time series forecasting.

Neural networks : the official journal of the International Neural Network Society Sep 23, 2024
In data analysis and forecasting, particularly for multivariate long-term time series, challenges persist. The Transformer model in deep learning methods has shown significant potential in time series forecasting. The Transformer model's dot-product ...
Neural Networks, Computer Algorithms Forecasting Deep Learning Humans Time Factors Multivariate Analysis
View on PubMed DOI

Optimizing Real-Time MI-BCI Performance in Post-Stroke Patients: Impact of Time Window Duration on Classification Accuracy and Responsiveness.

Sensors (Basel, Switzerland) Sep 22, 2024
Brain-computer interfaces (BCIs) are promising tools for motor neurorehabilitation. Achieving a balance between classification accuracy and system responsiveness is crucial for real-time applications. This study aimed to assess how the duration of ti...
Male Middle Aged Time Factors Electroencephalography Stroke Support Vector Machine Discriminant Analysis Algorithms Female Aged Humans Brain-Computer Interfaces Stroke Rehabilitation
View on PubMed DOI

Fixed-time synchronization of delayed multiple inertial neural network with reaction-diffusion terms under cyber-physical attacks using distributed control and its application to multi-image encryption.

Neural networks : the official journal of the International Neural Network Society Sep 20, 2024
This study examines the fixed-time synchronization (FXTS) problem of delayed multiple inertial neural networks (MINNs) against cyber-physical attacks (CPA) execute an uncertain impulse, using reaction-diffusion (RD) terms. Using fixed-time stability ...
Neural Networks, Computer Humans Algorithms Time Factors Computer Security
View on PubMed DOI

Enhanced machine learning models for predicting one-year mortality in individuals suffering from type A aortic dissection.

The Journal of thoracic and cardiovascular surgery Sep 18, 2024
OBJECTIVE: The study objective was to develop and validate an interpretable machine learning model to predict 1-year mortality in patients with type A aortic dissection, improving risk classification and aiding clinical decision-making.
Humans Machine Learning Decision Support Techniques Female Risk Factors Aged Male Prognosis Retrospective Studies Clinical Decision-Making Predictive Value of Tests Aortic Dissection Middle Aged Aortic Aneurysm Risk Assessment Time Factors
View on PubMed DOI

Deep Learning Model of Diastolic Dysfunction Risk Stratifies the Progression of Early-Stage Aortic Stenosis.

JACC. Cardiovascular imaging Sep 18, 2024
BACKGROUND: The development and progression of aortic stenosis (AS) from aortic valve (AV) sclerosis is highly variable and difficult to predict.
Ventricular Dysfunction, Left Diastole Sclerosis Deep Learning Time Factors United States Aortic Valve Humans Predictive Value of Tests Prognosis Calcinosis Risk Assessment Female Aortic Valve Stenosis Ventricular Function, Left Disease Progression Aged Echocardiography Severity of Illness Index Male Middle Aged Reproducibility of Results Risk Factors
View on PubMed DOI

Rapid CNN-based needle localization for automatic slice alignment in MR-guided interventions using 3D undersampled radial white-marker imaging.

Medical physics Sep 18, 2024
BACKGROUND: In MR-guided in-bore percutaneous needle interventions, typically 2D interactive real-time imaging is used for navigating the needle into the target. Misaligned 2D imaging planes can result in losing visibility of the needle in the 2D ima...
Automation Needles Phantoms, Imaging Neural Networks, Computer Algorithms Animals Imaging, Three-Dimensional Magnetic Resonance Imaging Swine Time Factors
View on PubMed DOI

A time-dependent explainable radiomic analysis from the multi-omic cohort of CPTAC-Pancreatic Ductal Adenocarcinoma.

Computer methods and programs in biomedicine Sep 7, 2024
BACKGROUND AND OBJECTIVE: In Pancreatic Ductal Adenocarcinoma (PDA), multi-omic models are emerging to answer unmet clinical needs to derive novel quantitative prognostic factors. We realized a pipeline that relies on survival machine-learning (SML) ...
Support Vector Machine Algorithms Pancreatic Neoplasms Prognosis Cohort Studies Carcinoma, Pancreatic Ductal Survival Analysis Female Time Factors Humans Proportional Hazards Models Multiomics Male Machine Learning Middle Aged Aged Radiomics
View on PubMed DOI

Multistability and fixed-time multisynchronization of switched neural networks with state-dependent switching rules.

Neural networks : the official journal of the International Neural Network Society Sep 7, 2024
This paper presents theoretical results on the multistability and fixed-time synchronization of switched neural networks with multiple almost-periodic solutions and state-dependent switching rules. It is shown herein that the number, location, and st...
Neural Networks, Computer Algorithms Computer Simulation Time Factors Models, Neurological Neurons
View on PubMed DOI

Bidirectional consistency with temporal-aware for semi-supervised time series classification.

Neural networks : the official journal of the International Neural Network Society Sep 7, 2024
Semi-supervised learning (SSL) has achieved significant success due to its capacity to alleviate annotation dependencies. Most existing SSL methods utilize pseudo-labeling to propagate useful supervised information for training unlabeled data. Howeve...
Neural Networks, Computer Algorithms Time Factors Supervised Machine Learning Humans
View on PubMed DOI
Popular Topics
Recent Journals