AIMC Topic: Pattern Recognition, Automated

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Filter feature selectors in the development of binary QSAR models.

SAR and QSAR in environmental research May 1, 2019
The application of machine learning methods to the construction of quantitative structure-activity relationship models is a complex computational problem in which dimensionality reduction of the representation of the molecular structure plays a funda...
Models, Theoretical Pattern Recognition, Automated Quantitative Structure-Activity Relationship Artificial Intelligence Machine Learning Algorithms
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Automatic Vertebrae Localization and Identification by Combining Deep SSAE Contextual Features and Structured Regression Forest.

Journal of digital imaging Apr 1, 2019
Automatic vertebrae localization and identification in medical computed tomography (CT) scans is of great value for computer-aided spine diseases diagnosis. In order to overcome the disadvantages of the approaches employing hand-crafted, low-level fe...
Spine Pattern Recognition, Automated Spinal Diseases Tomography, X-Ray Computed Humans Radiographic Image Interpretation, Computer-Assisted Neural Networks, Computer
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Identifying concepts from medical images via transfer learning and image retrieval.

Mathematical biosciences and engineering : MBE Mar 8, 2019
Automatically identifying semantic concepts from medical images provides multimodal insights for clinical research. To study the effectiveness of concept detection on large scale medical images, we reconstructed over 230,000 medical image-concepts pa...
Humans Neural Networks, Computer Deep Learning Internet Female Image Processing, Computer-Assisted Semantics Breast Neoplasms Area Under Curve Pattern Recognition, Automated
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Angle aided circle detection based on randomized Hough transform and its application in welding spots detection.

Mathematical biosciences and engineering : MBE Feb 19, 2019
The Hough transform has been widely used in image analysis and digital image processing due to its capability of transforming image space detection to parameter space accumulation. In this paper, we propose a novel Angle-Aided Circle Detection (AACD)...
Image Processing, Computer-Assisted Cluster Analysis Automobiles Equipment Design Automation Machine Learning Software Algorithms Pattern Recognition, Automated Welding
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Stability properties of neural networks with non-instantaneous impulses.

Mathematical biosciences and engineering : MBE Feb 18, 2019
In this paper, we consider neural networks in the case when the neurons are subject to a certain impulsive state displacement at fixed moments and the duration of this displacement is not negligible small (these are known as non-instantaneous impulse...
Pattern Recognition, Automated Nerve Net Brain Computer Simulation Time Factors Models, Biological Neurons Nonlinear Dynamics Humans Neural Networks, Computer Algorithms
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A modified comprehensive learning particle swarm optimizer and its application in cylindricity error evaluation problem.

Mathematical biosciences and engineering : MBE Feb 18, 2019
Particle swarm optimizer was proposed in 1995, and since then, it has become an extremely popular swarm intelligent algorithm with widespread applications. Many modified versions of it have been developed, in which, comprehensive learning particle sw...
Computer Simulation Reproducibility of Results Models, Theoretical Pattern Recognition, Automated Machine Learning Software Algorithms
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Computing of temporal information in spiking neural networks with ReRAM synapses.

Faraday discussions Feb 18, 2019
Resistive switching random-access memory (ReRAM) is a two-terminal device based on ion migration to induce resistance switching between a high resistance state (HRS) and a low resistance state (LRS). ReRAM is considered one of the most promising tech...
Computer Simulation Learning Animals Neural Networks, Computer Algorithms Nerve Net Synapses Information Storage and Retrieval Pattern Recognition, Automated Humans
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Deep Learning for Chondrocyte Identification in Automated Histological Analysis of Articular Cartilage.

The Iowa orthopaedic journal Jan 1, 2019
BACKGROUND: Histology-based methods are commonly used in osteoarthritis (OA) research because they provide detailed information about cartilage health at the cellular and tissue level. Computer-based cartilage scoring systems have previously been dev...
Pattern Recognition, Automated Image Processing, Computer-Assisted Cartilage, Articular Humans Chondrocytes Deep Learning Osteoarthritis
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LNTP-MDBN: Big Data Integrated Learning Framework for Heterogeneous Image Set Classification.

Current medical imaging reviews Jan 1, 2019
BACKGROUND: With the explosive growth of global data, the term Big Data describes the enormous size of dataset through the detailed analysis. The big data analytics revealed the hidden patterns and secret correlations among the values. The major chal...
Diagnostic Imaging Database Management Systems Brain Humans Breast Deep Learning Data Mining Algorithms Pattern Recognition, Automated Big Data Bone and Bones
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Design Considerations for a Knowledge Graph: The WATRIMed Use Case.

Studies in health technology and informatics Jan 1, 2019
The World Health Organization estimates that as much as 80% of the population uses Traditional Medicine (TM) in some form, and in particular, herbal-based Traditional Medicine (HTM). However, TM is mostly orally transmitted and suffers from lack of s...
Plants, Medicinal Medicine, African Traditional Pattern Recognition, Automated Knowledge Bases Phytotherapy
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