AIMC Topic: Pattern Recognition, Automated

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A large-scale evaluation of NLP-derived chemical-gene/protein relationships from the scientific literature: Implications for knowledge graph construction.

PloS one Sep 8, 2023
One area of active research is the use of natural language processing (NLP) to mine biomedical texts for sets of triples (subject-predicate-object) for knowledge graph (KG) construction. While statistical methods to mine co-occurrences of entities wi...
Pattern Recognition, Automated Natural Language Processing Databases, Factual Area Under Curve Drug Discovery
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Feature-aware unsupervised lesion segmentation for brain tumor images using fast data density functional transform.

Scientific reports Aug 21, 2023
We demonstrate that isomorphically mapping gray-level medical image matrices onto energy spaces underlying the framework of fast data density functional transform (fDDFT) can achieve the unsupervised recognition of lesion morphology. By introducing t...
Deep Learning Diagnostic Imaging Neural Networks, Computer Brain Neoplasms Datasets as Topic Pattern Recognition, Automated Humans
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Multi-domain knowledge graph embeddings for gene-disease association prediction.

Journal of biomedical semantics Aug 14, 2023
BACKGROUND: Predicting gene-disease associations typically requires exploring diverse sources of information as well as sophisticated computational approaches. Knowledge graph embeddings can help tackle these challenges by creating representations of...
Machine Learning Algorithms Biological Ontologies Pattern Recognition, Automated
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High-Order Correlation-Guided Slide-Level Histology Retrieval With Self-Supervised Hashing.

IEEE transactions on pattern analysis and machine intelligence Aug 7, 2023
Histopathological Whole Slide Images (WSIs) play a crucial role in cancer diagnosis. It is of significant importance for pathologists to search for images sharing similar content with the query WSI, especially in the case-based diagnosis. While slide...
Humans Unsupervised Machine Learning Algorithms Supervised Machine Learning Neoplasms Pattern Recognition, Automated Cluster Analysis Image Interpretation, Computer-Assisted Datasets as Topic Pathology Histology
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Optimized Classifier Learning for Face Recognition Performance Boost in Security and Surveillance Applications.

Sensors (Basel, Switzerland) Aug 7, 2023
Face recognition has become an integral part of modern security processes. This paper introduces an optimization approach for the quantile interval method (QIM), a promising classifier learning technique used in face recognition to create face templa...
Pattern Recognition, Automated Facial Recognition Artificial Intelligence Algorithms
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Combining Knowledge Graph and Word Embeddings for Spherical Topic Modeling.

IEEE transactions on neural networks and learning systems Jul 6, 2023
Probabilistic topic models are considered as an effective framework for text analysis that uncovers the main topics in an unlabeled set of documents. However, the inferred topics by traditional topic models are often unclear and not easy to interpret...
Bayes Theorem Semantics Pattern Recognition, Automated Neural Networks, Computer Language
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Leveraging Knowledge Graphs and Natural Language Processing for Automated Web Resource Labeling and Knowledge Mobilization in Neurodevelopmental Disorders: Development and Usability Study.

Journal of medical Internet research Apr 17, 2023
BACKGROUND: Patients and families need to be provided with trusted information more than ever with the abundance of online information. Several organizations aim to build databases that can be searched based on the needs of target groups. One such gr...
Pattern Recognition, Automated Neurodevelopmental Disorders Artificial Intelligence Algorithms Natural Language Processing Knowledge Bases Humans
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Developing a Knowledge Graph for Pharmacokinetic Natural Product-Drug Interactions.

Journal of biomedical informatics Mar 17, 2023
BACKGROUND: Pharmacokinetic natural product-drug interactions (NPDIs) occur when botanical or other natural products are co-consumed with pharmaceutical drugs. With the growing use of natural products, the risk for potential NPDIs and consequent adve...
Pattern Recognition, Automated Semantics Biological Ontologies Biological Products Pharmaceutical Preparations Drug Interactions
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Preciseness of artificial intelligence for lateral cephalometric measurements.

Journal of orofacial orthopedics = Fortschritte der Kieferorthopadie : Organ/official journal Deutsche Gesellschaft fur Kieferorthopadie Mar 9, 2023
BACKGROUND: The aim of the study was to assess the accuracy and efficiency of a new artificial intelligence (AI) method in performing lateral cephalometric radiographic measurements.
Algorithms Reproducibility of Results Sensitivity and Specificity Anatomic Landmarks Pattern Recognition, Automated Artificial Intelligence Cephalometry Humans Software Radiographic Image Interpretation, Computer-Assisted
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Multi-View Human Action Recognition Using Skeleton Based-FineKNN with Extraneous Frame Scrapping Technique.

Sensors (Basel, Switzerland) Mar 2, 2023
Human action recognition (HAR) is one of the most active research topics in the field of computer vision. Even though this area is well-researched, HAR algorithms such as 3D Convolution Neural Networks (CNN), Two-stream Networks, and CNN-LSTM (Long S...
Humans Skeleton Pattern Recognition, Automated Neural Networks, Computer Human Activities Algorithms
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