AIMC Topic: Learning

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An equitable and sustainable community of practice framework to address the use of artificial intelligence for global health workforce training.

Human resources for health Jun 13, 2023
Artificial Intelligence (AI) technologies and data science models may hold potential for enabling an understanding of global health inequities and support decision-making related toward possible interventions. However, AI inputs should not perpetuate...
Workforce Educational Status Health Workforce Humans Learning Artificial Intelligence
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Canonical circuit computations for computer vision.

Biological cybernetics Jun 12, 2023
Advanced computer vision mechanisms have been inspired by neuroscientific findings. However, with the focus on improving benchmark achievements, technical solutions have been shaped by application and engineering constraints. This includes the traini...
Animals Vision, Ocular Mammals Brain Learning Computers Neural Networks, Computer
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MedKPL: A heterogeneous knowledge enhanced prompt learning framework for transferable diagnosis.

Journal of biomedical informatics Jun 12, 2023
Artificial Intelligence (AI) based diagnosis systems have emerged as powerful tools to reform traditional medical care. Each clinician now wants to have his own intelligent diagnostic partner to expand the range of services he can provide. However, t...
Algorithms Knowledge Learning Artificial Intelligence
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Ergonomic investigations on novel dynamic postural estimator using blaze pose and transfer learning.

Ergonomics Jun 9, 2023
The aim is to develop a computer-based assessment model for novel dynamic postural evaluation using RULA. The present study proposed a camera-based, three-dimensional (3D) dynamic human pose estimation model using 'BlazePose' with a data set of 50,00...
Humans Neural Networks, Computer Posture Ergonomics Learning Machine Learning
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Towards an Optimized Distributed Message Queue System for AIoT Edge Computing: A Reinforcement Learning Approach.

Sensors (Basel, Switzerland) Jun 8, 2023
The convergence of artificial intelligence and the Internet of Things (IoT) has made remarkable strides in the realm of industry. In the context of AIoT edge computing, where IoT devices collect data from diverse sources and send them for real-time p...
Industry Algorithms Computer Communication Networks Learning Artificial Intelligence
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Brain-optimized deep neural network models of human visual areas learn non-hierarchical representations.

Nature communications Jun 7, 2023
Deep neural networks (DNNs) optimized for visual tasks learn representations that align layer depth with the hierarchy of visual areas in the primate brain. One interpretation of this finding is that hierarchical representations are necessary to accu...
Humans Learning Animals Brain Neural Networks, Computer Primates Magnetic Resonance Imaging
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DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks.

Neural networks : the official journal of the International Neural Network Society Jun 5, 2023
Although graph representation learning has been studied extensively in static graph settings, dynamic graphs are less investigated in this context. This paper proposes a novel integrated variational framework called DYnamic mixture Variational Graph ...
Cluster Analysis Normal Distribution Neural Networks, Computer Learning
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The emergent role of artificial intelligence, natural learning processing, and large language models in higher education and research.

Research in social & administrative pharmacy : RSAP Jun 4, 2023
Artificial Intelligence (AI) has revolutionized various domains, including education and research. Natural language processing (NLP) techniques and large language models (LLMs) such as GPT-4 and BARD have significantly advanced our comprehension and ...
Curriculum Students Learning Educational Status Humans Artificial Intelligence
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ChatGPT in medical imaging higher education.

Radiography (London, England : 1995) Jun 2, 2023
INTRODUCTION: Academic integrity among radiographers and nuclear medicine technologists/scientists in both higher education and scientific writing has been challenged by advances in artificial intelligence (AI). The recent release of ChatGPT, a chatb...
Diagnostic Imaging Software Humans Artificial Intelligence Radiography Learning
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XRecon: An Explainbale IoT Reconnaissance Attack Detection System Based on Ensemble Learning.

Sensors (Basel, Switzerland) Jun 2, 2023
IoT devices have grown in popularity in recent years. Statistics show that the number of online IoT devices exceeded 35 billion in 2022. This rapid growth in adoption made these devices an obvious target for malicious actors. Attacks such as botnets ...
Learning Machine Learning
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