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Article
An adaptive service deployment algorithm for cloud-edge collaborative system based on speedup weights
In the contemporary landscape of edge computing, the deployment of services with stringent real-time requirements on edge devices is increasingly prevalent. However, the challenge of designing an effective ser...
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Article
Aphto: a task offloading strategy for autonomous driving under mobile edge
With the increasing complexity of autonomous driving tasks, the computational demands on single vehicular computing units have escalated, more and more tasks need to be offloaded to the edge. These tasks vary ...
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Article
RCFS: rate and cost fair CPU scheduling strategy in edge nodes
With the rapid advancement of 5G mobile networks and Internet of Things technology, an increasing number of data-intensive applications are generating massive amounts of information, such as face recognition, ...
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Article
Open AccessAn AS-OCT image dataset for deep learning-enabled segmentation and 3D reconstruction for keratitis
Infectious keratitis is among the major causes of global blindness. Anterior segment optical coherence tomography (AS-OCT) images allow the characterizing of cross-sectional structures in the cornea with kerat...
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Article
Identification of important gene signatures in schizophrenia through feature fusion and genetic algorithm
Schizophrenia is a debilitating psychiatric disorder that can significantly affect a patient’s quality of life and lead to permanent brain damage. Although medical research has identified certain genetic risk ...
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Article
Mmy-net: a multimodal network exploiting image and patient metadata for simultaneous segmentation and diagnosis
Accurate medical image segmentation can effectively assist disease diagnosis and treatment. While neural networks were often applied to solve the segmentation problem in recent computer-aided diagnosis, the me...
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Article
VTP: volumetric transformer for multi-view multi-person 3D pose estimation
This paper presents Volumetric Transformer Pose Estimator (VTP), the first 3D volumetric transformer framework for multi-view multi-person 3D human pose estimation. VTP aggregates features from 2D keypoints in...
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Chapter and Conference Paper
UWAT-GAN: Fundus Fluorescein Angiography Synthesis via Ultra-Wide-Angle Transformation Multi-scale GAN
Fundus photography is an essential examination for clinical and differential diagnosis of fundus diseases. Recently, Ultra-Wide-angle Fundus (UWF) techniques, UWF Fluorescein Angiography (UWF-FA) and UWF Scann...
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Chapter and Conference Paper
CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images
3D tooth segmentation is a prerequisite for computer-aided dental diagnosis and treatment. However, segmenting all tooth regions manually is subjective and time-consuming. Recently, deep learning-based segment...
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Chapter and Conference Paper
Plug-and-Play Shape Refinement Framework for Multi-site and Lifespan Brain Skull Strip**
Skull strip** is a crucial prerequisite step in the analysis of brain magnetic resonance images (MRI). Although many excellent works or tools have been proposed, they suffer from low generalization capabilit...
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Chapter and Conference Paper
DU-Net Based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images
In this paper, we introduce an unsupervised cancer segmentation framework for histology images. The framework involves an effective contrastive learning scheme for extracting distinctive visual representations...
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Article
Open AccessEdge Network Routing Protocol Base on Target Tracking Scenario
Edge computing perfectly integrates cloud computing centers and edge-end devices together, but there are not many related researches on how the edge-end node devices work to form an edge network and what the p...
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Chapter and Conference Paper
SuccSPred: Succinylation Sites Prediction Using Fused Feature Representation and Ranking Method
Protein succinylation is a novel type of post-translational modification in recent decade ...
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Article
Open AccessHighly secure edge-intelligent electric motorcycle management system for elevators
Because of their portability, electric motorcycles are usually pushed into elevators by residents and charged in the home, which has serious safety risks. Traditional manual-based methods to manage this behavi...
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Article
Effective shortest travel-time path caching and estimating for location-based services
For location-based services (LBS), the path with the shortest travel time is much more meaningful than the one with the shortest network distance, as it considers the live traffics in road networks. Usually, t...
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Chapter and Conference Paper
A Collaborative Anomaly Detection Approach of Marine Vessel Trajectory (Short Paper)
Trajectory anomaly detection plays a very important role in navigation safety. Most trajectory anomaly detection methods mainly detect the spatial information of the vessel’s trajectory. These methods neglect ...
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Article
Dynamic cloud resource management for efficient media applications in mobile computing environments
Single-instruction-set architecture (Single-ISA) heterogeneous multi-core processors (HMP) are superior to Symmetric Multi-core processors in performance per watt. They are popular in many aspects of the Inter...
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Chapter and Conference Paper
Effective Caching of Shortest Travel-Time Paths for Web Map** Mashup Systems
For location-based services (LBS), the path with the shortest travel time is much more meaningful than the one with the shortest network distance, as it considers the live traffic situation. However, not every...
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Article
PUMA: From Simultaneous to Parallel for Shared Memory System in Multi-core
In contemporary multi-core systems, memory is shared among a number of concurrent threads. Memory contention and interference are becoming increasingly severe incurring such problems as performance degradation...
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Article
Dynamic Time-slice Scaling for Addressing OS Problems Incurred by Main Memory DVFS in Intelligent System
Main memory dynamic voltage and frequency scaling (DVFS) has been proposed recently for improving energy efficiency further. However, recent work overlook the operating systems (OS) problems incurred by it, su...
