End-to-End Deblending of Simultaneous Source Data Using Transformer
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3174106
Abstract: Simultaneous source acquisition is becoming more promising than the traditional seismic acquisition by firing multiple sources with a short interval time, which improves acquisition efficiency and enhances data quality. However, the blended interference severely obscures… read more here.
Keywords: end end; source data; simultaneous source; source ... See more keywords
Remaining Useful Life Estimation of Bearing Using Deep Multiscale Window-Based Transformer
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3268453
Abstract: Accurate and reliable remaining useful life (RUL) estimation for bearings relies on the extraction of desired degradation features from vibration signals. Now, various feature extractors based on convolutional neural networks (CNNs) have been proposed for… read more here.
Keywords: window based; remaining useful; feature; based transformer ... See more keywords
Auxiliary Segmentation Method of Osteosarcoma MRI Image Based on Transformer and U-Net
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/9990092
Abstract: One of the most prevalent malignant bone tumors is osteosarcoma. The diagnosis and treatment cycle are long and the prognosis is poor. It takes a lot of time to manually identify osteosarcoma from osteosarcoma magnetic… read more here.
Keywords: mri image; segmentation method; segmentation; based transformer ... See more keywords
Text Sentiment Analysis Based on Transformer and Augmentation
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.906061
Abstract: With the development of Internet technology, social media platforms have become an indispensable part of people’s lives, and social media have been integrated into people’s life, study, and work. On various forums, such as Taobao… read more here.
Keywords: text sentiment; analysis; based transformer; augmentation ... See more keywords
Novel Computed-Tomography-Based Transformer Models for the Noninvasive Prediction of PD-1 in Pre-Operative Settings
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DOI: 10.3390/cancers15030658
Abstract: Simple Summary Obtaining the PD-1/PD-L1 status is conducive to observing the patient’s response rate and constructing individualized immunotherapy strategies. However, biopsies are invasive in assessing the PD-1 status, entail sampling bias due to tumor heterogeneity,… read more here.
Keywords: status; prediction; based transformer; transformer based ... See more keywords