AIMC Topic: Cloud Computing

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A Cloud-Based System for Automated AI Image Analysis and Reporting.

Journal of imaging informatics in medicine Jul 31, 2024
Although numerous AI algorithms have been published, the relatively small number of algorithms used clinically is partly due to the difficulty of implementing AI seamlessly into the clinical workflow for radiologists and for their healthcare enterpri...
Algorithms Tomography, X-Ray Computed Image Processing, Computer-Assisted Humans Artificial Intelligence Cloud Computing Fatty Liver Workflow
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Self-learning activation functions to increase accuracy of privacy-preserving Convolutional Neural Networks with homomorphic encryption.

PloS one Jul 22, 2024
The widespread adoption of cloud computing necessitates privacy-preserving techniques that allow information to be processed without disclosure. This paper proposes a method to increase the accuracy and performance of privacy-preserving Convolutional...
Computer Security Cloud Computing Humans Algorithms Neural Networks, Computer Privacy
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A data science roadmap for open science organizations engaged in early-stage drug discovery.

Nature communications Jul 5, 2024
The Structural Genomics Consortium is an international open science research organization with a focus on accelerating early-stage drug discovery, namely hit discovery and optimization. We, as many others, believe that artificial intelligence (AI) is...
Cloud Computing Data Mining Information Dissemination Artificial Intelligence Machine Learning Drug Discovery Humans Data Science Databases, Factual
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DrugFlow: An AI-Driven One-Stop Platform for Innovative Drug Discovery.

Journal of chemical information and modeling Jun 26, 2024
Artificial intelligence (AI)-aided drug design has demonstrated unprecedented effects on modern drug discovery, but there is still an urgent need for user-friendly interfaces that bridge the gap between these sophisticated tools and scientists, parti...
Drug Discovery Quantitative Structure-Activity Relationship Cloud Computing Molecular Docking Simulation Drug Design Software Algorithms Humans Artificial Intelligence
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Deep Siamese domain adaptation convolutional neural network-based quaternion fractional order Meixner moments fostered big data analytical method for enhancing cloud data security.

Network (Bristol, England) Jun 11, 2024
In this paper, Quaternion Fractional Order Meixner Moments-based Deep Siamese Domain Adaptation Convolutional Neural Network-based Big Data Analytical Technique is proposed for improving Cloud Data Security (DSDA-CNN-QFOMM-BD-CDS). The proposed metho...
Humans Big Data Computer Security Cloud Computing Neural Networks, Computer Convolutional Neural Networks
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Federated learning inspired Antlion based orchestration for Edge computing environment.

PloS one Jun 4, 2024
Edge computing is a scalable, modern, and distributed computing architecture that brings computational workloads closer to smart gateways or Edge devices. This computing model delivers IoT (Internet of Things) computations and processes the IoT reque...
Cloud Computing Fuzzy Logic Internet of Things Neural Networks, Computer Algorithms
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SJFO: Sail Jelly Fish Optimization enabled VM migration with DRNN-based prediction for load balancing in cloud computing.

Network (Bristol, England) Jun 3, 2024
The dynamic workload is evenly distributed among all nodes using balancing methods like hosts or VMs. Load Balancing as a Service (LBaaS) is another name for load balancing in the cloud. In this research work, the load is balanced by the application ...
Animals Cloud Computing Neural Networks, Computer Algorithms Humans
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Irrigation intelligence-enabling a cloud-based Internet of Things approach for enhanced water management in agriculture.

Environmental monitoring and assessment Apr 9, 2024
Advanced sensor technology, especially those that incorporate artificial intelligence (AI), has been recognized as increasingly important in various contemporary applications, including navigation, automation, water under imaging, environmental monit...
Artificial Intelligence Internet of Things Soil Water Supply Cloud Computing Water Environmental Monitoring Agriculture Intelligence
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CyVerse: Cyberinfrastructure for open science.

PLoS computational biology Feb 7, 2024
CyVerse, the largest publicly-funded open-source research cyberinfrastructure for life sciences, has played a crucial role in advancing data-driven research since the 2010s. As the technology landscape evolved with the emergence of cloud computing pl...
Software Publishing Cloud Computing Humans Artificial Intelligence
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Utilizing 3D Point Cloud Technology with Deep Learning for Automated Measurement and Analysis of Dairy Cows.

Sensors (Basel, Switzerland) Feb 2, 2024
This paper introduces an approach to the automated measurement and analysis of dairy cows using 3D point cloud technology. The integration of advanced sensing techniques enables the collection of non-intrusive, precise data, facilitating comprehensiv...
Dairying Cloud Computing Technology Animals Female Deep Learning Reproducibility of Results Cattle
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