Author

Jiaxi Lu

Institutions: Shenzhen University, Shenzhen Technology University

Observed institutions: Shenzhen University, Shenzhen Technology University

OpenAlex ID: A5000729207

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

2022 · Yingwei Guo, Yingjian Yang, et al. · Journal of Clinical Medicine · 25

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

2024 · Asim Zaman, Haseeb Hassan, et al. · Frontiers in Neuroscience · 24

Challenges, optimization strategies, and future horizons of advanced deep learning approaches for brain lesion segmentation

2025 · Asim Zaman, Mazen M. Yassin, et al. · Methods · 14

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

2023 · Jiaxi Lu, Yingwei Guo, et al. · Mathematical Biosciences & Engineering · 14

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

2022 · Yingwei Guo, Yingjian Yang, et al. · Life · 13

Tubular Structure Segmentation via Multi-Scale Reverse Attention Sparse Convolution

2023 · Xueqiang Zeng, Yingwei Guo, et al. · Diagnostics · 12

Ischemic perfusion radiomics: assessing neurological impairment in acute ischemic stroke

2024 · Jiaxi Lu, Mazen M. Yassin, et al. · Frontiers in Neurology · 9

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

2024 · Mazen M. Yassin, Jiaxi Lu, et al. · Scientific Reports · 8

MSCS-Net: A deep learning framework for accurate segmentation of low-resolution stroke lesions

2025 · Asim Zaman, Rashid Khan, et al. · Measurement · 7

Leveraging Ensemble Models and Follow-up Data for Accurate Prediction of mRS Scores from Radiomic Features of DSC-PWI Images

2024 · Mazen M. Yassin, Asim Zaman, et al. · Journal of Imaging Informatics in Medicine · 6

Optimizing acute ischemic stroke outcome prediction by integrating radiomics features of DSC-PWI and perfusion parameter maps

2025 · Huihui Yang, Yingwei Guo, et al. · Frontiers in Neurology · 3

Quantitative Perfusion Maps Using a Novelty Spatiotemporal Convolutional Neural Network

2024 · Anbo Cao, Pin-Yu Le, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 2

Ischemic stroke outcome prediction based on the whole-brain features extracted from minimum intensity projection of DSC-PWI images by pre-trained Med3D network

2023 · Yingwei Guo, Yingjian Yang, et al. · International Conference on Computer Graphics, Image and Virtualization (ICCGIV) · 1

Works count: 13

Citation count: 138

H-index: 8

I10-index: 6