AIMC Topic: Cloud Computing

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Automated depression detection via cloud based EEG analysis with transfer learning and synchrosqueezed wavelet transform.

Scientific reports May 23, 2025
Post-COVID-19, depression rates have risen sharply, increasing the need for early diagnosis using electroencephalogram (EEG) and deep learning. To tackle this, we developed a cloud-based computer-aided depression diagnostic (CCADD) system that utiliz...
Humans Neural Networks, Computer COVID-19 Wavelet Analysis Cloud Computing Depressive Disorder, Major Diagnosis, Computer-Assisted Depression Electroencephalography Deep Learning Adult Female SARS-CoV-2 Male Middle Aged
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An intelligent framework for crop health surveillance and disease management.

PloS one May 23, 2025
The agricultural sector faces critical challenges, including significant crop losses due to undetected plant diseases, inefficient monitoring systems, and delays in disease management, all of which threaten food security worldwide. Traditional approa...
Humans Neural Networks, Computer Deep Learning Crops, Agricultural Plant Diseases Cloud Computing Agriculture Internet of Things
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Heuristically enhanced multi-head attention based recurrent neural network for denial of wallet attacks detection on serverless computing environment.

Scientific reports Apr 19, 2025
Denial of Wallet (DoW) attacks are a cyber threat designed to utilize and deplete an organization's financial resources by generating excessive prices or charges in their cloud computing (CC) and serverless computing platforms. These threats are prim...
Algorithms Heuristics Computer Security Neural Networks, Computer Cloud Computing Recurrent Neural Networks
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Toward a conceptual model to improve the user experience of a sustainable and secure intelligent transport system.

Acta psychologica Mar 12, 2025
The rapid advancement of automotive technologies has spurred the development of innovative applications within intelligent transportation systems (ITS), aimed at enhancing safety, efficiency and sustainability. These applications, such as advanced dr...
Transportation Humans Artificial Intelligence Automobile Driving Cloud Computing Models, Theoretical
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Optimized Adaboost Support Vector Machine-Based Encryption for Securing IoT-Cloud Healthcare Data.

Sensors (Basel, Switzerland) Jan 25, 2025
The Internet of Things (IoT) connects various medical devices that enable remote monitoring, which can improve patient outcomes and help healthcare providers deliver precise diagnoses and better service to patients. However, IoT-based healthcare mana...
Cloud Computing Boosting Machine Learning Algorithms Internet of Things Humans Support Vector Machine Algorithms Computer Security Delivery of Health Care Confidentiality
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Machine Learning-Based Resource Management in Fog Computing: A Systematic Literature Review.

Sensors (Basel, Switzerland) Jan 23, 2025
This systematic literature review analyzes machine learning (ML)-based techniques for resource management in fog computing. Utilizing the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) protocol, this paper focuses on ML a...
Humans Cloud Computing Machine Learning Deep Learning
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Towards practical and privacy-preserving CNN inference service for cloud-based medical imaging analysis: A homomorphic encryption-based approach.

Computer methods and programs in biomedicine Jan 21, 2025
BACKGROUND AND OBJECTIVE: Cloud-based Deep Learning as a Service (DLaaS) has transformed biomedicine by enabling healthcare systems to harness the power of deep learning for biomedical data analysis. However, privacy concerns emerge when sensitive us...
Confidentiality Privacy Cloud Computing Computer Security Humans Image Processing, Computer-Assisted Neural Networks, Computer Diagnostic Imaging Algorithms Deep Learning
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Application of cloud server-based machine learning for assisting pathological structure recognition in IgA nephropathy.

Journal of clinical pathology Jan 17, 2025
BACKGROUND: Machine learning (ML) models can help assisting diagnosis by rapidly localising and classifying regions of interest (ROIs) within whole slide images (WSIs). Effective ML models for clinical decision support require a substantial dataset o...
Image Interpretation, Computer-Assisted Cloud Computing Kidney Glomerulus Glomerulonephritis, IGA Humans Algorithms Internet Machine Learning
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AIScholar: An OpenFaaS-enhanced cloud platform for intelligent medical data analytics.

Computers in biology and medicine Jan 8, 2025
This paper presents AIScholar, an intelligent research cloud platform developed based on artificial intelligence analysis methods and the OpenFaaS serverless framework, designed for intelligent analysis of clinical medical data with high scalability....
Humans Data Analytics Female Artificial Intelligence Breast Neoplasms Software Cloud Computing
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Optimizing load scheduling and data distribution in heterogeneous cloud environments using fuzzy-logic based two-level framework.

PloS one Dec 13, 2024
Cloud environment handles heterogeneous services, data, and users collaborating on different technologies and resource scheduling strategies. Despite its heterogeneity, the optimality in load scheduling and data distribution is paused due to unattend...
Fuzzy Logic Humans Cloud Computing Algorithms
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