AIMC Topic: Pattern Recognition, Automated

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Application of Physical Examination Data on Health Analysis and Intelligent Diagnosis.

BioMed research international Jun 13, 2021
Analysis and diagnosis according to the collected physical data are an important part in the physical examination. Through the data analysis of the physical examination results and expert diagnoses, the physical condition of a specific physical exami...
Body Mass Index Algorithms Data Interpretation, Statistical Reproducibility of Results Fuzzy Logic Logic Signal Processing, Computer-Assisted Models, Statistical Diagnosis, Computer-Assisted Statistics as Topic Pattern Recognition, Automated Humans Physical Examination Artificial Intelligence Machine Learning
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Augmenting the Transplant Team With Artificial Intelligence: Toward Meaningful AI Use in Solid Organ Transplant.

Frontiers in immunology Jun 11, 2021
Advances in systems immunology, such as new biomarkers, offer the potential for highly personalized immunosuppression regimens that could improve patient outcomes. In the future, integrating all of this information with other patient history data wil...
Meaningful Use Pattern Recognition, Automated Therapy, Computer-Assisted Patient Care Team Humans Reproducibility of Results Artificial Intelligence Organ Transplantation Decision Support Techniques Data Mining Clinical Decision-Making
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HiAM: A Hierarchical Attention based Model for knowledge graph multi-hop reasoning.

Neural networks : the official journal of the International Neural Network Society Jun 9, 2021
Learning to reason in large-scale knowledge graphs has attracted much attention from research communities recently. This paper targets a practical task of multi-hop reasoning in knowledge graphs, which can be applied in various downstream tasks such ...
Semantics Pattern Recognition, Automated Knowledge Problem Solving Neural Networks, Computer
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Scaling Human-Object Interaction Recognition in the Video through Zero-Shot Learning.

Computational intelligence and neuroscience Jun 9, 2021
Recognition of human activities is an essential field in computer vision. The most human activity consists of the interaction between humans and objects. Many successful works have been done on human-object interaction (HOI) recognition and achieved ...
Humans Neural Networks, Computer Learning Pattern Recognition, Automated Human Activities Visual Perception
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Foot Gesture Recognition Using High-Compression Radar Signature Image and Deep Learning.

Sensors (Basel, Switzerland) Jun 7, 2021
Recently, Doppler radar-based foot gesture recognition has attracted attention as a hands-free tool. Doppler radar-based recognition for various foot gestures is still very challenging. So far, no studies have yet dealt deeply with recognition of var...
Algorithms Data Compression Radar Deep Learning Gestures Pattern Recognition, Automated
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Automatic recognition of specific local cortical folding patterns.

NeuroImage Jun 2, 2021
The study of local cortical folding patterns showed links with psychiatric illnesses as well as cognitive functions. Despite the tools now available to visualize cortical folds in 3D, manually classifying local sulcal patterns is a time-consuming and...
Pattern Recognition, Automated Cerebral Cortex Databases, Factual Support Vector Machine Magnetic Resonance Imaging Humans Machine Learning
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Computing Primitive of Fully VCSEL-Based All-Optical Spiking Neural Network for Supervised Learning and Pattern Classification.

IEEE transactions on neural networks and learning systems Jun 2, 2021
We propose computing primitive for an all-optical spiking neural network (SNN) based on vertical-cavity surface-emitting lasers (VCSELs) for supervised learning by using biologically plausible mechanisms. The spike-timing-dependent plasticity (STDP) ...
Neural Networks, Computer Algorithms Supervised Machine Learning Computer Systems Lasers Synapses Neuronal Plasticity Pattern Recognition, Automated
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Pedestrian attribute recognition using two-branch trainable Gabor wavelets network.

PloS one Jun 1, 2021
Keeping an eye on pedestrians as they navigate through a scene, surveillance cameras are everywhere. With this context, our paper addresses the problem of pedestrian attribute recognition (PAR). This problem entails recognizing attributes such as age...
Adult Male Infant Algorithms Female Young Adult Image Processing, Computer-Assisted Pedestrians Pattern Recognition, Automated Adolescent Child, Preschool Child Humans Neural Networks, Computer
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Artificial Intelligence and Medical Internet of Things Framework for Diagnosis of Coronavirus Suspected Cases.

Journal of healthcare engineering May 28, 2021
The world has been facing the COVID-19 pandemic since December 2019. Timely and efficient diagnosis of COVID-19 suspected patients plays a significant role in medical treatment. The deep transfer learning-based automated COVID-19 diagnosis on chest X...
Humans Artificial Intelligence COVID-19 Databases, Factual Computer Simulation United States Deep Learning X-Rays COVID-19 Testing Pattern Recognition, Automated China SARS-CoV-2 Internet of Things Radiography, Thoracic Brazil Computer Systems Diagnosis, Computer-Assisted
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Expression-EEG Bimodal Fusion Emotion Recognition Method Based on Deep Learning.

Computational and mathematical methods in medicine May 25, 2021
As one of the key issues in the field of emotional computing, emotion recognition has rich application scenarios and important research value. However, the single biometric recognition in the actual scene has the problem of low accuracy of emotion re...
Emotions Electroencephalography Pattern Recognition, Automated Facial Expression Computer Simulation Neural Networks, Computer Deep Learning Algorithms Humans Computational Biology Databases, Factual
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