Changyi Ma

Jiangmen, 529030, China

Last Updated: 09/26/2026

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Found 13 publications

Integrating multimodality CT-MRI deep learning with clinical-radiological features for preoperative hepatocellular carcinoma grading: a multicenter study.

Integrating multimodality CT-MRI deep learning with clinical-radiological features for preoperative hepatocellular carcinoma grading: a multicenter study.

Journal: Magnetic resonance imaging

Published: May 27, 2026

Preoperative Risk Assessment of Adrenal Metastases in a Multicenter Study: Development of a Robust Federated Learning Model.

Preoperative Risk Assessment of Adrenal Metastases in a Multicenter Study: Development of a Robust Federated Learning Model.

Journal: Academic radiology

Published: October 09, 2025

Multimodal deep learning framework integrating multiphase CT and histopathological whole slide imaging for predicting recurrence in ccRCC.

Multimodal deep learning framework integrating multiphase CT and histopathological whole slide imaging for predicting recurrence in ccRCC.

Journal: Scientific reports

Published: April 07, 2025

m6A-mediated regulation of CPSF6 by METTL3 promotes oxaliplatin resistance in colorectal cancer through enhanced glycolysis.

m6A-mediated regulation of CPSF6 by METTL3 promotes oxaliplatin resistance in colorectal cancer through enhanced glycolysis.

Journal: Cellular signalling

Published: October 02, 2024

Predicting postoperative prognosis in clear cell renal cell carcinoma using a multiphase CT-based deep learning model.

Predicting postoperative prognosis in clear cell renal cell carcinoma using a multiphase CT-based deep learning model.

Journal: Abdominal radiology (New York)

Published: August 05, 2024

Deep learning vs. robust federal learning for distinguishing adrenal metastases from benign lesions with multi-phase CT images.

Deep learning vs. robust federal learning for distinguishing adrenal metastases from benign lesions with multi-phase CT images.

Journal: Heliyon

Published: December 20, 2023

Enhancing preoperative diagnosis of microvascular invasion in hepatocellular carcinoma: domain-adaptation fusion of multi-phase CT images.

Enhancing preoperative diagnosis of microvascular invasion in hepatocellular carcinoma: domain-adaptation fusion of multi-phase CT images.

Journal: Frontiers in oncology

Published: November 03, 2023

Predicting microvascular invasion in hepatocellular carcinoma with a CT- and MRI-based multimodal deep learning model.

Predicting microvascular invasion in hepatocellular carcinoma with a CT- and MRI-based multimodal deep learning model.

Journal: Abdominal radiology (New York)

Published: October 29, 2023

Differentiating adrenal metastases from benign lesions with multiphase CT imaging: Deep learning could play an active role in assisting radiologists.

Differentiating adrenal metastases from benign lesions with multiphase CT imaging: Deep learning could play an active role in assisting radiologists.

Journal: European journal of radiology

Published: July 23, 2023

Gankyrin as Potential Biomarker for Colorectal Cancer With Occult Liver Metastases.

Gankyrin as Potential Biomarker for Colorectal Cancer With Occult Liver Metastases.

Journal: Frontiers in oncology

Published: February 19, 2021

Predicting the stages of liver fibrosis with multiphase CT radiomics based on volumetric features.

Predicting the stages of liver fibrosis with multiphase CT radiomics based on volumetric features.

Journal: Abdominal radiology (New York)

Published: December 05, 2020

A CT-based deep learning model for predicting the nuclear grade of clear cell renal cell carcinoma.

A CT-based deep learning model for predicting the nuclear grade of clear cell renal cell carcinoma.

Journal: European journal of radiology

Published: February 18, 2020

Showing 1-12 of 13

Last Updated: 09/26/2026