Zhuoyao Xie

Guangzhou, China

Last Updated: 09/26/2026

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Found 16 publications

MRI-based interpretable deep learning radiomics for predicting treatment response in axial spondyloarthritis.

MRI-based interpretable deep learning radiomics for predicting treatment response in axial spondyloarthritis.

Journal: European journal of radiology

Published: December 05, 2025

Multicentre MRI-based machine learning model for noninvasive prediction of pulmonary metastasis in osteosarcoma integrating intra-tumoral heterogeneity features.

Multicentre MRI-based machine learning model for noninvasive prediction of pulmonary metastasis in osteosarcoma integrating intra-tumoral heterogeneity features.

Journal: European journal of radiology

Published: December 04, 2025

Large-scale multi-sequence pretraining for generalizable MRI analysis in versatile clinical applications.

Large-scale multi-sequence pretraining for generalizable MRI analysis in versatile clinical applications.

Journal: Nature biomedical engineering

Published: August 15, 2025

A universal foundation model for grounded biomedical image interpretation.

A universal foundation model for grounded biomedical image interpretation.

Journal: Nature communications

Published: July 07, 2025

Multimodal deep learning model for predicting microsatellite instability in colorectal cancer by contrast-enhanced computed tomography and histopathology.

Multimodal deep learning model for predicting microsatellite instability in colorectal cancer by contrast-enhanced computed tomography and histopathology.

Journal: European journal of radiology

Published: June 06, 2025

Development of a multi-task deep learning system for classification of nine common knee abnormalities on MRI: a large-scale, multicentre, stepwise validation study.

Development of a multi-task deep learning system for classification of nine common knee abnormalities on MRI: a large-scale, multicentre, stepwise validation study.

Journal: EClinicalMedicine

Published: May 31, 2025

Enhanced diagnosis of axial spondyloarthritis using machine learning with sacroiliac joint MRI: a multicenter study.

Enhanced diagnosis of axial spondyloarthritis using machine learning with sacroiliac joint MRI: a multicenter study.

Journal: Insights into imaging

Published: November 07, 2024

A deep learning model to enhance the classification of primary bone tumors based on incomplete multimodal images in X-ray, CT, and MRI.

A deep learning model to enhance the classification of primary bone tumors based on incomplete multimodal images in X-ray, CT, and MRI.

Journal: Cancer imaging : the official publication of the International Cancer Imaging Society

Published: April 20, 2024

Artificial intelligence improves the diagnosis of human leukocyte antigen (HLA)-B27-negative axial spondyloarthritis based on multi-sequence magnetic resonance imaging and clinical features.

Artificial intelligence improves the diagnosis of human leukocyte antigen (HLA)-B27-negative axial spondyloarthritis based on multi-sequence magnetic resonance imaging and clinical features.

Journal: Quantitative imaging in medicine and surgery

Published: April 12, 2024

Automatic segmentation of fat metaplasia on sacroiliac joint MRI using deep learning.

Automatic segmentation of fat metaplasia on sacroiliac joint MRI using deep learning.

Journal: Insights into imaging

Published: December 22, 2023

A radiograph-based deep learning model improves radiologists' performance for classification of histological types of primary bone tumors: A multicenter study.

A radiograph-based deep learning model improves radiologists' performance for classification of histological types of primary bone tumors: A multicenter study.

Journal: European journal of radiology

Published: September 25, 2023

Learning co-plane attention across MRI sequences for diagnosing twelve types of knee abnormalities.

Learning co-plane attention across MRI sequences for diagnosing twelve types of knee abnormalities.

Journal: Nature communications

Published: August 02, 2023

Showing 1-12 of 16

Last Updated: 09/26/2026