AIMC Topic: Algorithms

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Meta-learning based blind image super-resolution approach to different degradations.

Neural networks : the official journal of the International Neural Network Society Jun 3, 2024
Although recent studies on blind single image super-resolution (SISR) have achieved significant success, most of them typically require supervised training on synthetic low resolution (LR)-high resolution (HR) paired images. This leads to re-training...
Machine Learning Computer Simulation Algorithms Deep Learning Humans Neural Networks, Computer Image Processing, Computer-Assisted
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UGEE-Net: Uncertainty-guided and edge-enhanced network for image splicing localization.

Neural networks : the official journal of the International Neural Network Society Jun 3, 2024
Image splicing, a prevalent method for image tampering, has significantly undermined image authenticity. Existing methods for Image Splicing Localization (ISL) struggle with challenges like limited accuracy and subpar performance when dealing with im...
Bayes Theorem Uncertainty Algorithms Image Processing, Computer-Assisted Humans Neural Networks, Computer
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A robust event-driven approach to always-on object recognition.

Neural networks : the official journal of the International Neural Network Society Jun 3, 2024
We propose a neuromimetic architecture capable of always-on pattern recognition, i.e. at any time during processing. To achieve this, we have extended an existing event-based algorithm (Lagorce et al., 2017), which introduced novel spatio-temporal fe...
Neural Networks, Computer Algorithms Humans Neurons Pattern Recognition, Visual Pattern Recognition, Automated
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Facial micro-expression recognition using stochastic graph convolutional network and dual transferred learning.

Neural networks : the official journal of the International Neural Network Society Jun 3, 2024
Micro-expression recognition (MER) has drawn increasing attention due to its wide application in lie detection, criminal detection and psychological consultation. However, the best recognition accuracy on recent public dataset is still low compared t...
Image Processing, Computer-Assisted Automated Facial Recognition Facial Expression Machine Learning Algorithms Stochastic Processes Humans Neural Networks, Computer
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Containment control for fractional-order networked system with intermittent sampled position communication.

Neural networks : the official journal of the International Neural Network Society Jun 3, 2024
This paper investigates containment control for fractional-order networked systems. Two novel intermittent sampled position communication protocols, where controllers only need to keep working during communication width of every sampling period under...
Algorithms Computer Simulation Communication Neural Networks, Computer
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Real-time haptic characterisation of Hunt-Crossley model based on radial basis function neural network for contact environment.

Journal of the mechanical behavior of biomedical materials Jun 3, 2024
Dynamic soft tissue characterisation is an important element in robotic minimally invasive surgery. This paper presents a novel method by combining neural network with recursive least square (RLS) estimation for dynamic soft tissue characterisation b...
Time Factors Neural Networks, Computer Touch Least-Squares Analysis Algorithms
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Cognitive driven gait freezing phase detection and classification for neuro-rehabilitated patients using machine learning algorithms.

Journal of neuroscience methods Jun 3, 2024
BACKGROUND: The significance of diagnosing illnesses associated with brain cognitive and gait freezing phase patterns has led to a recent surge in interest in the study of gait for mental disorders. A more precise and effective way to characterize an...
Aged Humans Adult Machine Learning Supervised Machine Learning Male Middle Aged Algorithms Gait Analysis Gait Female Gait Disorders, Neurologic
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Identifying miRNA as biomarker for breast cancer subtyping using association rule.

Computers in biology and medicine Jun 3, 2024
- This paper presents a comprehensive study focused on breast cancer subtyping, utilizing a multifaceted approach that integrates feature selection, machine learning classifiers, and miRNA regulatory networks. The feature selection process begins wit...
Gene Expression Regulation, Neoplastic Support Vector Machine MicroRNAs Biomarkers, Tumor Gene Regulatory Networks Female Breast Neoplasms Humans Algorithms
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A joint ESTRO and AAPM guideline for development, clinical validation and reporting of artificial intelligence models in radiation therapy.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology Jun 3, 2024
BACKGROUND AND PURPOSE: Artificial Intelligence (AI) models in radiation therapy are being developed with increasing pace. Despite this, the radiation therapy community has not widely adopted these models in clinical practice. A cohesive guideline on...
Radiation Oncology Algorithms Radiotherapy Planning, Computer-Assisted Humans Delphi Technique Radiotherapy Artificial Intelligence
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Optimizing Rare Disease Gait Classification through Data Balancing and Generative AI: Insights from Hereditary Cerebellar Ataxia.

Sensors (Basel, Switzerland) Jun 3, 2024
The interpretability of gait analysis studies in people with rare diseases, such as those with primary hereditary cerebellar ataxia (pwCA), is frequently limited by the small sample sizes and unbalanced datasets. The purpose of this study was to asse...
Aged Gait Analysis Humans Adult Middle Aged Algorithms Rare Diseases Male Gait Artificial Intelligence Female Cerebellar Ataxia
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