AIMC Topic: Cloud Computing

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End-to-end reproducible AI pipelines in radiology using the cloud.

Nature communications Aug 13, 2024
Artificial intelligence (AI) algorithms hold the potential to revolutionize radiology. However, a significant portion of the published literature lacks transparency and reproducibility, which hampers sustained progress toward clinical translation. Al...
Cloud Computing Reproducibility of Results Neoplasms Image Processing, Computer-Assisted Radiology Deep Learning Humans Artificial Intelligence Algorithms
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Deformation depth decoupling network for point cloud domain adaptation.

Neural networks : the official journal of the International Neural Network Society Aug 12, 2024
Recently, point cloud domain adaptation (DA) practices have been implemented to improve the generalization ability of deep learning models on point cloud data. However, variations across domains often result in decreased performance of models trained...
Neural Networks, Computer Algorithms Humans Deep Learning Cloud Computing
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Towards consensual representation: Model-agnostic knowledge extraction for dual heterogeneous federated fault diagnosis.

Neural networks : the official journal of the International Neural Network Society Aug 9, 2024
Federated fault diagnosis has attracted increasing attention in industrial cloud-edge collaboration scenarios, where a ubiquitous assumption is that client models have the same architecture. Practically, this assumption cannot always be fulfilled due...
Humans Neural Networks, Computer Algorithms Cloud Computing
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An Edge-Cloud-Aided Private High-Order Fuzzy C-Means Clustering Algorithm in Smart Healthcare.

IEEE/ACM transactions on computational biology and bioinformatics Aug 8, 2024
Smart healthcare has emerged to provide healthcare services using data analysis techniques. Especially, clustering is playing an indispensable role in analyzing healthcare records. However, large multi-modal healthcare data imposes great challenges o...
Cloud Computing Delivery of Health Care Deep Learning Fuzzy Logic Cluster Analysis Humans Algorithms
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Conceptualization of Cloud-Based Motion Analysis and Navigation for Wearable Robotic Applications.

Sensors (Basel, Switzerland) Aug 2, 2024
The behavior of pedestrians in a non-constrained environment is difficult to predict. In wearable robotics, this poses a challenge, since devices like lower-limb exoskeletons and active orthoses need to support different walking activities, including...
Algorithms Wearable Electronic Devices Motion Humans Cloud Computing Human Activities Robotics Walking
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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...
Artificial Intelligence Humans Workflow Image Processing, Computer-Assisted Algorithms Cloud Computing Tomography, X-Ray Computed Fatty Liver
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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 Algorithms Cloud Computing Humans Privacy Neural Networks, Computer
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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...
Information Dissemination Cloud Computing Machine Learning Humans Databases, Factual Artificial Intelligence Data Science Data Mining Drug Discovery
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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...
Cloud Computing Drug Discovery Quantitative Structure-Activity Relationship Humans Algorithms Molecular Docking Simulation Artificial Intelligence Drug Design Software
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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 Neural Networks, Computer Algorithms Fuzzy Logic Internet of Things
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