AIMC Topic: Deep Learning

Clear Filters Showing 12021 to 12030 of 28423 articles

Genetic Risk Assessment of Nonsyndromic Cleft Lip with or without Cleft Palate by Linking Genetic Networks and Deep Learning Models.

International journal of molecular sciences Feb 25, 2023
Recent deep learning algorithms have further improved risk classification capabilities. However, an appropriate feature selection method is required to overcome dimensionality issues in population-based genetic studies. In this Korean case-control st...
Interferon Regulatory Factors Deep Learning Cleft Lip Gene Regulatory Networks Cleft Palate Humans Genetic Predisposition to Disease Risk Factors Risk Assessment Case-Control Studies Polymorphism, Single Nucleotide Genotype
View on PubMed DOI

A Deep Learning Approach for Dengue Fever Prediction in Malaysia Using LSTM with Spatial Attention.

International journal of environmental research and public health Feb 25, 2023
This research aims to predict dengue fever cases in Malaysia using machine learning techniques. A dataset consisting of weekly dengue cases at the state level in Malaysia from 2010 to 2016 was obtained from the Malaysia Open Data website and includes...
Malaysia Machine Learning Humans Deep Learning Climate Dengue
View on PubMed DOI

Hierarchical graph learning for protein-protein interaction.

Nature communications Feb 25, 2023
Protein-Protein Interactions (PPIs) are fundamental means of functions and signalings in biological systems. The massive growth in demand and cost associated with experimental PPI studies calls for computational tools for automated prediction and und...
Proteins Amino Acid Sequence Protein Interaction Mapping Deep Learning Protein Interaction Maps Humans
View on PubMed DOI

Automatic grading of patients with a unilateral facial paralysis based on the Sunnybrook Facial Grading System - A deep learning study based on a convolutional neural network.

American journal of otolaryngology Feb 25, 2023
PURPOSE: In order to assess the severity and the progression of a unilateral peripheral facial palsy the Sunnybrook Facial Grading System (SFGS) is a well-established grading system due to its clinical relevance, sensitivity, and robust measuring met...
Reproducibility of Results Deep Learning Humans Bell Palsy Facial Paralysis Face
View on PubMed DOI

Deep-Learning Models for Detection and Localization of Visible Clinically Significant Prostate Cancer on Multi-Parametric MRI.

Journal of magnetic resonance imaging : JMRI Feb 24, 2023
BACKGROUND: Deep learning for diagnosing clinically significant prostate cancer (csPCa) is feasible but needs further evaluation in patients with prostate-specific antigen (PSA) levels of 4-10 ng/mL.
Sensitivity and Specificity Male Humans Retrospective Studies Prostatic Neoplasms Prostate-Specific Antigen Deep Learning Diffusion Magnetic Resonance Imaging Magnetic Resonance Imaging
View on PubMed DOI

MSCCov19Net: multi-branch deep learning model for COVID-19 detection from cough sounds.

Medical & biological engineering & computing Feb 24, 2023
Coronavirus has an impact on millions of lives and has been added to the important pandemics that continue to affect with its variants. Since it is transmitted through the respiratory tract, it has had significant effects on public health and social ...
Deep Learning Cough SARS-CoV-2 Lung Humans COVID-19
View on PubMed DOI

Magnetic resonance shoulder imaging using deep learning-based algorithm.

European radiology Feb 24, 2023
OBJECTIVE: To investigate the feasibility of deep learning-based MRI (DL-MRI) in its application in shoulder imaging and compare its performance with conventional MR imaging (non-DL-MRI).
Retrospective Studies Deep Learning Shoulder Magnetic Resonance Spectroscopy Magnetic Resonance Imaging Humans Algorithms
View on PubMed DOI

Image-based estimation of the left ventricular cavity volume using deep learning and Gaussian process with cardio-mechanical applications.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Feb 24, 2023
In this investigation, an image-based method has been developed to estimate the volume of the left ventricular cavity using cardiac magnetic resonance (CMR) imaging data. Deep learning and Gaussian processes have been applied to bring the estimations...
Magnetic Resonance Imaging, Cine Reproducibility of Results Deep Learning Heart Ventricles Image Interpretation, Computer-Assisted Humans Magnetic Resonance Imaging
View on PubMed DOI

Reliability of respiratory-gated real-time two-dimensional cine incorporating deep learning reconstruction for the assessment of ventricular function in an adult population; a common mistake.

The international journal of cardiovascular imaging Feb 24, 2023
Reliability (repeatability or agreement) is assessed by different statistical tests including Pearson r or Spearman rho which is one of the common mistakes in reliability analysis. Pearson r or Spearman rho correlation coefficient only assesses the l...
Adult Deep Learning Predictive Value of Tests Humans Reproducibility of Results Magnetic Resonance Imaging, Cine Ventricular Function
View on PubMed DOI

Human-guided deep learning with ante-hoc explainability by convolutional network from non-image data for pregnancy prognostication.

Neural networks : the official journal of the International Neural Network Society Feb 24, 2023
BACKGROUND AND OBJECTIVE: Deep learning is applied in medicine mostly due to its state-of-the-art performance for diagnostic imaging. Supervisory authorities also require the model to be explainable, but most explain the model after development (post...
Female Deep Learning Databases, Factual Pregnancy Humans Neural Networks, Computer
View on PubMed DOI
Popular Topics
Recent Journals