Zhuoyao Xie

Third Affiliated Hospital of Southern Medical University — China

Medicine · Health Sciences

6h-index110citations19works4.82yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(7), Spondyloarthritis Studies and Treatments(6), Bone and Joint Diseases(5), Rheumatoid Arthritis Research and Therapies(3), Sarcoma Diagnosis and Treatment(3)

Publications19 total

Multimodal deep learning model for predicting microsatellite instability in colorectal cancer by contrast-enhanced computed tomography and histopathology
European Journal of Radiology·2025· 1 cited
Development of a multi-task deep learning system for classification of nine common knee abnormalities on MRI: a large-scale, multicentre, stepwise validation study
EClinicalMedicine·2025· 2 citedOpen Access
Development of a deep learning system for comprehensive classification of common knee abnormalities from MRI: a large-scale, multi-center study
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Intratumor Heterogeneity Features Based on MRI Radiomics for Predicting Lung Metastasis Risk of Osteosarcoma
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Large-scale Multi-sequence Pretraining for Generalizable MRI Analysis in Versatile Clinical Applications
arXiv (Cornell University)·2025Open Access
Biochar-Enhanced Sulfur: Mechanistic Insights into a Novel and Effective Bactericide
Nanomaterials·2025· 2 citedOpen Access
UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation
arXiv (Cornell University)·2025Open Access
Enhanced diagnosis of axial spondyloarthritis using machine learning with sacroiliac joint MRI: a multicenter study
Insights into Imaging·2025· 5 citedOpen Access
A deep learning model to enhance the classification of primary bone tumors based on incomplete multimodal images in X-ray, CT, and MRI
Cancer Imaging·2024· 22 citedOpen Access
Learning co-plane attention across MRI sequences for diagnosing twelve types of knee abnormalities
Nature Communications·2024· 12 citedOpen Access
Artificial intelligence improves the diagnosis of human leukocyte antigen (HLA)-B27-negative axial spondyloarthritis based on multi-sequence magnetic resonance imaging and clinical features
Quantitative Imaging in Medicine and Surgery·2024· 6 citedOpen Access
A radiograph-based deep learning model improves radiologists’ performance for classification of histological types of primary bone tumors: A multicenter study
European Journal of Radiology·2024· 10 cited
Automatic segmentation of fat metaplasia on sacroiliac joint MRI using deep learning
Insights into Imaging·2024· 3 citedOpen Access
Automatic detection, segmentation, and classification of primary bone tumors and bone infections using an ensemble multi-task deep learning framework on multi-parametric MRIs: a multi-center study
European Radiology·2023· 27 cited
A green in-situ synthesis of biochar-supported Fe0/Cu0 bimetallic catalyst for the efficient oxidation antibacterial in water: Performance and mechanism analysis
Journal of Water Process Engineering·2022· 14 cited
Intravoxel Incoherent Motion Imaging on Sacroiliitis in Patients With Axial Spondyloarthritis: Correlation With Perfusion Characteristics Based on Dynamic Contrast-Enhanced Magnetic Resonance Imaging
Frontiers in Medicine·2022· 3 citedOpen Access
Improved Performance of Compartments in Detecting the Activity of Axial Spondyloarthritis Based on IVIM DWI with Optimized Threshold <i>b</i> Value
BioMed Research International·2022· 2 citedOpen Access
Prediction of Treatment Response According to ASAS-EULAR Management Recommendations in 1 Year for Hip Involvement in Axial Spondyloarthritis Based on MRI and Clinical Indicators
Frontiers in Endocrinology·2021· 1 citedOpen Access
A New Approach to Identify Reactive and Neoplastic Neoformation Bone Based on CT Radiomics: A Retrospective Multicenter Study
SSRN Electronic Journal·2020Open Access

Frequent Co-authors

Yinghua Zhao(10), Menghong Wang(8), Yinghua Zhao(7), Liwen Song(6), Zixiao Lu(6), Qiang Ye(5), Hao Chen(5), Xiaqing Chen(4), Qiang Ye(4), Shisi Li(4), Chang Guo(4), Kai Zheng(4), Zelin Qiu(3), Dijun Chen(3), Bomiao Lin(2), Qianjin Feng(2), Rui Zhang(2), Meng Liu(2), Lezhu Su(2), Nan Zhou(2)