AIMC Topic: Cloud Computing

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PHyPO: Priority-based Hybrid task Partitioning and Offloading in mobile computing using automated machine learning.

PloS one Dec 12, 2024
With the increasing demand for mobile computing, the requirement for intelligent resource management has also increased. Cloud computing lessens the energy consumption of user equipment, but it increases the latency of the system. Whereas edge comput...
Algorithms Humans Cloud Computing Machine Learning
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Revolutionizing healthcare: a comparative insight into deep learning's role in medical imaging.

Scientific reports Dec 4, 2024
Recently, Deep Learning (DL) models have shown promising accuracy in analysis of medical images. Alzeheimer Disease (AD), a prevalent form of dementia, uses Magnetic Resonance Imaging (MRI) scans, which is then analysed via DL models. To address the ...
Humans Neural Networks, Computer Magnetic Resonance Imaging Cloud Computing Deep Learning Diagnostic Imaging Alzheimer Disease Image Processing, Computer-Assisted
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The use of cloud based machine learning to predict outcome in intracerebral haemorrhage without explicit programming expertise.

Neurosurgical review Dec 3, 2024
Machine Learning (ML) techniques require novel computer programming skills along with clinical domain knowledge to produce a useful model. We demonstrate the use of a cloud-based ML tool that does not require any programming expertise to develop, val...
Male Middle Aged ROC Curve Aged Aged, 80 and over Cerebral Hemorrhage Cloud Computing Glasgow Coma Scale Logistic Models Treatment Outcome Prognosis Machine Learning Humans Female
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A fact based analysis of decision trees for improving reliability in cloud computing.

PloS one Dec 3, 2024
The popularity of cloud computing (CC) has increased significantly in recent years due to its cost-effectiveness and simplified resource allocation. Owing to the exponential rise of cloud computing in the past decade, many corporations and businesses...
Machine Learning Algorithms Bayes Theorem Cloud Computing Deep Learning Reproducibility of Results Decision Trees
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Performance of a Full-Coverage Cervical Cancer Screening Program Using on an Artificial Intelligence- and Cloud-Based Diagnostic System: Observational Study of an Ultralarge Population.

Journal of medical Internet research Nov 20, 2024
BACKGROUND: The World Health Organization has set a global strategy to eliminate cervical cancer, emphasizing the need for cervical cancer screening coverage to reach 70%. In response, China has developed an action plan to accelerate the elimination ...
Middle Aged China Rural Population Adult Uterine Cervical Neoplasms Cloud Computing Mass Screening Early Detection of Cancer Artificial Intelligence Female Humans
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A dynamic authorizable ciphertext image retrieval algorithm based on security neural network inference.

PloS one Oct 23, 2024
In this paper, we propose a dynamic authorizable ciphertext image retrieval scheme based on secure neural network inference that effectively enhances the security of image retrieval while preserving privacy. To ensure the privacy of the original imag...
Humans Computer Security Neural Networks, Computer Cloud Computing Image Processing, Computer-Assisted Algorithms Information Storage and Retrieval
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An empirical study for mitigating sustainable cloud computing challenges using ISM-ANN.

PloS one Sep 30, 2024
The significance of cloud computing methods in everyday life is growing as a result of the exponential advancement and refinement of artificial technology. As cloud computing makes more progress, it will bring with it new opportunities and threats th...
Sustainable Development Computer Security Cloud Computing Neural Networks, Computer Surveys and Questionnaires Humans
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Image Processing for Smart Agriculture Applications Using Cloud-Fog Computing.

Sensors (Basel, Switzerland) Sep 14, 2024
The widespread use of IoT devices has led to the generation of a huge amount of data and driven the need for analytical solutions in many areas of human activities, such as the field of smart agriculture. Continuous monitoring of crop growth stages e...
Crops, Agricultural Cloud Computing Deep Learning Image Processing, Computer-Assisted Agriculture Neural Networks, Computer Algorithms Humans
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Pilot deployment of a cloud-based universal medical image repository in a large public health system: A protocol study.

PloS one Aug 29, 2024
This paper outlines the protocol for the deployment of a cloud-based universal medical image repository system. The proposal aims not only at the deployment but also at the automatic expansion of the platform, incorporating Artificial Intelligence (A...
Computer Security Public Health Humans Cloud Computing Pilot Projects Artificial Intelligence Databases, Factual Data Management Diagnostic Imaging
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Deep learning and optimization enabled multi-objective for task scheduling in cloud computing.

Network (Bristol, England) Aug 20, 2024
In cloud computing (CC), task scheduling allocates the task to best suitable resource for execution. This article proposes a model for task scheduling utilizing the multi-objective optimization and deep learning (DL) model. Initially, the multi-objec...
Neural Networks, Computer Algorithms Cloud Computing Humans Deep Learning
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