AIMC Topic: Pattern Recognition, Automated

Clear Filters Showing 1431 to 1440 of 1671 articles

BioDKG-DDI: predicting drug-drug interactions based on drug knowledge graph fusing biochemical information.

Briefings in functional genomics May 21, 2022
The way of co-administration of drugs is a sensible strategy for treating complex diseases efficiently. Because of existing massive unknown interactions among drugs, predicting potential adverse drug-drug interactions (DDIs) accurately is promotive t...
Humans Neural Networks, Computer Drug Interactions Pattern Recognition, Automated Reproducibility of Results Pharmaceutical Preparations
View on PubMed DOI

Attention-based Knowledge Graph Representation Learning for Predicting Drug-drug Interactions.

Briefings in bioinformatics May 13, 2022
Drug-drug interactions (DDIs) are known as the main cause of life-threatening adverse events, and their identification is a key task in drug development. Existing computational algorithms mainly solve this problem by using advanced representation lea...
Knowledge Bases Pattern Recognition, Automated Neural Networks, Computer Algorithms Drug Interactions
View on PubMed DOI

Embedded AI system for interactive vision screen based on human action recognition.

The Review of scientific instruments May 1, 2022
In recent years, vision screening has emerged globally for employment (on a yearly basis) within primary and high schools since myopia heavily affects school-aged children. However, this is a laborious and time-consuming task. This article proposes a...
Pattern Recognition, Automated Artificial Intelligence Child Humans
View on PubMed DOI

DeepKG: an end-to-end deep learning-based workflow for biomedical knowledge graph extraction, optimization and applications.

Bioinformatics (Oxford, England) Feb 7, 2022
SUMMARY: DeepKG is an end-to-end deep learning-based workflow that helps researchers automatically mine valuable knowledge in biomedical literature. Users can utilize it to establish customized knowledge graphs in specified domains, thus facilitating...
COVID-19 Deep Learning Workflow Algorithms Animals Pattern Recognition, Automated
View on PubMed DOI

Machine Learning-based Sleep Staging in Patients with Sleep Apnea Using a Single Mandibular Movement Signal.

American journal of respiratory and critical care medicine Nov 15, 2021
Sleep Stages Pattern Recognition, Automated Polysomnography Male Middle Aged Mandible Sleep Apnea Syndromes Adult Sensitivity and Specificity Prospective Studies Female Humans Machine Learning Algorithms
View on PubMed DOI

SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization.

Bioinformatics (Oxford, England) Sep 29, 2021
MOTIVATION: Thanks to the increasing availability of drug-drug interactions (DDI) datasets and large biomedical knowledge graphs (KGs), accurate detection of adverse DDI using machine learning models becomes possible. However, it remains largely an o...
Pattern Recognition, Automated Machine Learning Drug Interactions Neural Networks, Computer
View on PubMed DOI

Spatio-temporal continuous gesture recognition under degraded environments: performance comparison between 3D integral imaging (InIm) and RGB-D sensors.

Optics express Sep 13, 2021
In this paper, we introduce a deep learning-based spatio-temporal continuous human gesture recognition algorithm under degraded conditions using three-dimensional (3D) integral imaging. The proposed system is shown as an efficient continuous human ge...
Imaging, Three-Dimensional Hand Video Recording Pattern Recognition, Automated Humans Neural Networks, Computer Deep Learning Algorithms Gestures Time
View on PubMed DOI

Drug-drug interaction prediction with Wasserstein Adversarial Autoencoder-based knowledge graph embeddings.

Briefings in bioinformatics Jul 20, 2021
An interaction between pharmacological agents can trigger unexpected adverse events. Capturing richer and more comprehensive information about drug-drug interactions (DDIs) is one of the key tasks in public health and drug development. Recently, seve...
Neural Networks, Computer Pattern Recognition, Automated Drug Development Drug Interactions
View on PubMed DOI

Performance of SURF and SIFT Keypoints for the Automated Differentiation of Abnormality in Chest Radiographs.

Studies in health technology and informatics May 27, 2021
In this work, automated abnormality detection using keypoint information from Speeded-Up Robust feature (SURF) and Scale Invariant Feature Transform (SIFT) descriptors in chest Radiographic (CR) images is investigated and compared. Computerized image...
Radiography Algorithms Pattern Recognition, Automated Image Processing, Computer-Assisted Artificial Intelligence
View on PubMed DOI

Towards a Knowledge Graph-Based Explainable Decision Support System in Healthcare.

Studies in health technology and informatics May 27, 2021
The decisions derived from AI-based clinical decision support systems should be explainable and transparent so that the healthcare professionals can understand the rationale behind the predictions. To improve the explanations, knowledge graphs are a ...
Pattern Recognition, Automated Decision Support Systems, Clinical Health Facilities Artificial Intelligence Delivery of Health Care
View on PubMed DOI
Popular Topics
Recent Journals