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ArticlesPeer ReviewedFull Text
Lexicon-Enhanced Multi-Task Convolutional Neural Network for Emotion Distribution Learning
Author / Creator:Dong, Yuchang ; Zeng, Xueqiang
Publisher:Basel: MDPI AG
Journal title:Axioms, 2022-04, Vol.11 (4), p.181
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ArticlesPeer ReviewedFull Text
Advancing ischemic stroke diagnosis and clinical outcome prediction using improved ensemble techniques in DSC-PWI radiomics
Author / Creator:Yassin, Mazen M. ; Lu, Jiaxi ; Zaman, Asim ; Yang, Huihui ; Cao, Anbo ; Zeng, Xueqiang ; Hassan, Haseeb ; Han, Taiyu ; Miao, Xiaoqiang ; Shi, Yongkang ; Guo, Yingwei ; Luo, Yu ; Kang, Yan
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-11, Vol.14 (1), p.27580-17, Article 27580
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ArticlesPeer ReviewedFull Text
Determining acute ischemic stroke onset time using machine learning and radiomics features of infarct lesions and whole brain
Author / Creator:Lu, Jiaxi ; Guo, Yingwei ; Wang, Mingming ; Luo, Yu ; Zeng, Xueqiang ; Miao, Xiaoqiang ; Zaman, Asim ; Yang, Huihui ; Cao, Anbo ; Kang, Yan
Publisher:United States: AIMS Press
Journal title:Mathematical biosciences and engineering : MBE, 2024-01, Vol.21 (1), p.34-48
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ArticlesPeer ReviewedFull Text
Adaptive Feature Medical Segmentation Network: an adaptable deep learning paradigm for high-performance 3D brain lesion segmentation in medical imaging
Author / Creator:Zaman, Asim ; Hassan, Haseeb ; Zeng, Xueqiang ; Khan, Rashid ; Lu, Jiaxi ; Yang, Huihui ; Miao, Xiaoqiang ; Cao, Anbo ; Yang, Yingjian ; Huang, Bingding ; Guo, Yingwei ; Kang, Yan
Publisher:Switzerland: Frontiers Media S.A
Journal title:Frontiers in neuroscience, 2024, Vol.18, p.1363930-1363930
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ArticlesPeer ReviewedFull Text
The Combination of Whole-Brain Features and Local-Lesion Features in DSC-PWI May Improve Ischemic Stroke Outcome Prediction
Author / Creator:Guo, Yingwei ; Yang, Yingjian ; Wang, Mingming ; Luo, Yu ; Guo, Jia ; Cao, Fengqiu ; Lu, Jiaxi ; Zeng, Xueqiang ; Miao, Xiaoqiang ; Zaman, Asim ; Kang, Yan
Publisher:Switzerland: MDPI AG
Journal title:Life (Basel, Switzerland), 2022-11, Vol.12 (11), p.1847
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ArticlesPeer ReviewedFull Text
Novel Survival Features Generated by Clinical Text Information and Radiomics Features May Improve the Prediction of Ischemic Stroke Outcome
Author / Creator:Guo, Yingwei ; Yang, Yingjian ; Cao, Fengqiu ; Li, Wei ; Wang, Mingming ; Luo, Yu ; Guo, Jia ; Zaman, Asim ; Zeng, Xueqiang ; Miu, Xiaoqiang ; Li, Longyu ; Qiu, Weiyan ; Kang, Yan
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2022-07, Vol.12 (7), p.1664
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ArticlesPeer ReviewedFull Text
Tubular Structure Segmentation via Multi-Scale Reverse Attention Sparse Convolution
Author / Creator:Zeng, Xueqiang ; Guo, Yingwei ; Zaman, Asim ; Hassan, Haseeb ; Lu, Jiaxi ; Xu, Jiaxuan ; Yang, Huihui ; Miao, Xiaoqiang ; Cao, Anbo ; Yang, Yingjian ; Chen, Rongchang ; Kang, Yan
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2023-06, Vol.13 (13), p.2161
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ArticlesPeer ReviewedFull Text
Progressive sampling-based Bayesian optimization for efficient and automatic machine learning model selection
Author / Creator:Zeng, Xueqiang ; Luo, Gang
Publisher:Cham: Springer International Publishing
Journal title:Health information science and systems, 2017-09, Vol.5 (1), p.2-2, Article 2
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ArticlesPeer ReviewedFull Text
Emotion Label Enhancement via Emotion Wheel and Lexicon
Author / Creator:Zeng, Xueqiang ; Chen, Qifan ; Chen, Sufen ; Zuo, Jiali
Publisher:New York: Hindawi
Journal title:Mathematical problems in engineering, 2021, Vol.2021, p.1-11
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ArticlesPeer ReviewedFull Text
A Focus on the Role of DSC-PWI Dynamic Radiomics Features in Diagnosis and Outcome Prediction of Ischemic Stroke
Author / Creator:Guo, Yingwei ; Yang, Yingjian ; Cao, Fengqiu ; Wang, Mingming ; Luo, Yu ; Guo, Jia ; Liu, Yang ; Zeng, Xueqiang ; Miu, Xiaoqiang ; Zaman, Asim ; Lu, Jiaxi ; Kang, Yan
Publisher:Basel: MDPI AG
Journal title:Journal of clinical medicine, 2022-09, Vol.11 (18), p.5364
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ArticlesFull Text
Quantitative perfusion maps using a novelty spatiotemporal convolutional neural network
Author / Creator:Cao, Anbo ; Pin-Yu, Le ; Qie, Zhonghui ; Haseeb Hassan ; Guo, Yingwei ; Zaman, Asim ; Lu, Jiaxi ; Zeng, Xueqiang ; Yang, Huihui ; Miao, Xiaoqiang ; Han, Taiyu ; Huang, Guangtao ; Kang, Yan ; Luo, Yu ; Guo, Jia
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-12
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Lexicon-Enhanced Multi-Task Convolutional Neural Network for Emotion Distribution Learning

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Advancing ischemic stroke diagnosis and clinical outcome prediction using improved ensemble techniques in DSC-PWI radiomics

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Determining acute ischemic stroke onset time using machine learning and radiomics features of infarct lesions and whole brain

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Adaptive Feature Medical Segmentation Network: an adaptable deep learning paradigm for high-performance 3D brain lesion segmentation in medical imaging

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The Combination of Whole-Brain Features and Local-Lesion Features in DSC-PWI May Improve Ischemic Stroke Outcome Prediction

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Novel Survival Features Generated by Clinical Text Information and Radiomics Features May Improve the Prediction of Ischemic Stroke Outcome

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Tubular Structure Segmentation via Multi-Scale Reverse Attention Sparse Convolution

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Progressive sampling-based Bayesian optimization for efficient and automatic machine learning model selection

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Emotion Label Enhancement via Emotion Wheel and Lexicon

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A Focus on the Role of DSC-PWI Dynamic Radiomics Features in Diagnosis and Outcome Prediction of Ischemic Stroke

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Quantitative perfusion maps using a novelty spatiotemporal convolutional neural network

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