Fusion of CT images and clinical variables based on deep learning for predicting invasiveness risk of stage I lung adenocarcinoma.
Sign Up to like & getrecommendations! Published in 2022 at "Medical physics"
DOI: 10.1002/mp.15903
Abstract: PURPOSE To develop a novel multimodal data fusion model by incorporating computed tomography (CT) images and clinical variables based on deep learning for predicting the invasiveness risk of stage I lung adenocarcinoma that manifests as… read more here.
Keywords: fusion; fusion model; clinical variables; multimodal data ... See more keywords
Deep compressed sensing MRI via a gradient-enhanced fusion model.
Sign Up to like & getrecommendations! Published in 2023 at "Medical physics"
DOI: 10.1002/mp.16164
Abstract: BACKGROUND Compressed sensing has been employed to accelerate magnetic resonance imaging by sampling fewer measurements. However, conventional iterative optimization-based CS-MRI are time-consuming for iterative calculations and often share poor generalization ability on multi-contrast datasets. Most… read more here.
Keywords: fusion; fusion model; compressed sensing; gradient ... See more keywords
An effective fusion model for image retrieval
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DOI: 10.1007/s11042-017-5192-x
Abstract: In the past decade, the popular Bag of Visual Words approach has been applied to many computer vision tasks, including image classification, video search, robot localization, and texture recognition. Unfortunately, most approaches use intensity features… read more here.
Keywords: effective fusion; color; image; fusion model ... See more keywords
A hybrid fusion model of iris, palm vein and finger vein for multi-biometric recognition system
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DOI: 10.1007/s11042-020-08914-6
Abstract: Biometric system has been widely adopted for human verification or identification, so inherently it requires the characteristics like high security, accuracy and acceptability. However, most of existing unimodal biometric systems provide low-middle security and are… read more here.
Keywords: system; fusion model; hybrid fusion; biometric system ... See more keywords
Long-term ground multi-level deformation fusion and analysis based on a combination of deformation prior fusion model and OTD-InSAR for longwall mining activity
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DOI: 10.1016/j.measurement.2020.107911
Abstract: Abstract Caused by the underground longwall mining activities, ground deformation, which includes sudden large-level deformation, slow small-level deformation and the middle-level deformation between them, can lead to serious construction damage and ecological environment degradation. In… read more here.
Keywords: deformation; level deformation; fusion model;
An object-based spatiotemporal fusion model for remote sensing images
Sign Up to like & getrecommendations! Published in 2021 at "European Journal of Remote Sensing"
DOI: 10.1080/22797254.2021.1879683
Abstract: Spatiotemporal fusion technique can combine the advantages of temporal resolution and spatial resolution of different images to achieve continuous monitoring for the Earth’s surface, which is a fea... read more here.
Keywords: fusion model; object based; based spatiotemporal; remote sensing ... See more keywords
Multi-modal fusion model for predicting adverse cardiovascular outcome post percutaneous coronary intervention
Sign Up to like & getrecommendations! Published in 2022 at "Physiological Measurement"
DOI: 10.1088/1361-6579/ac9e8a
Abstract: Background. Clinical medicine relies heavily on the synthesis of information and data from multiple sources. However, often simple feature concatenation is used as a strategy for developing a multimodal machine learning model in the cardiovascular… read more here.
Keywords: fusion; fusion model; joint fusion; percutaneous coronary ... See more keywords
A Novel Multi-Module Approach to Predict Crime Based on Multivariate Spatio-Temporal Data Using Attention and Sequential Fusion Model
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DOI: 10.1109/access.2022.3171843
Abstract: Forecasting crime is complex since several complicated aspects contribute to a crime. Predicting crime becomes more challenging because of the enormous number of everyday crime episodes in varied places. Though there are many established machine… read more here.
Keywords: fusion model; module; model; crime ... See more keywords
Network Representation Learning-Enhanced Multisource Information Fusion Model for POI Recommendation in Smart City
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2020.3006989
Abstract: With the advance of artificial intelligence and communication technology in the smart city, various location-based data of users can be collected via location-based social networks (LBSNs). How to make full use of these data for… read more here.
Keywords: recommendation; influence; fusion model; poi recommendation ... See more keywords
A Multisensor Data Fusion Model for Semantic Segmentation in Aerial Images
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DOI: 10.1109/lgrs.2022.3183613
Abstract: Semantic segmentation in high-resolution aerial images is a fundamental and challenging task with a wide range of applications. Although many segmentation methods with convolutional neural networks have achieved inspiring results, it is still difficult to… read more here.
Keywords: fusion model; semantic segmentation; data fusion; segmentation ... See more keywords
A Novel Fusion Approach Based on the Global Consistency Criterion to Fusing Multiple Segmentations
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2016.2531645
Abstract: In this paper, we introduce a new fusion model whose objective is to fuse multiple region-based segmentation maps to get a final better segmentation result. The suggested new fusion model is based on an energy… read more here.
Keywords: fusion; global consistency; segmentation; fusion model ... See more keywords