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Changhong Liang

Guangdong Academy of Medical Sciences - Department of Radiology

Guangzhou

China

SCHOLARLY PAPERS

4

DOWNLOADS

338

TOTAL CITATIONS

3

Scholarly Papers (4)

1.

Machine Learning for Predicting Response to Neoadjuvant Chemotherapy in Triple-Negative Breast Cancer: A Systematic Review and Meta-Analysis

Number of pages: 42 Posted: 27 Sep 2023
Guangdong Academy of Medical Sciences, Guangdong Academy of Medical Sciences, Guangdong Academy of Medical Sciences, Guangdong Academy of Medical Sciences, Guangdong Academy of Medical Sciences, Southern Medical University, Guangxi Medical University - Department of Medical Ultrasonics, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences and Guangdong Academy of Medical Sciences - Department of Radiology
Downloads 111 (640,165)
Citation 3

Abstract:

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Triple-negative breast cancer, Neoadjuvant chemotherapy, Machine learning, Medical image, Pathological complete response, Meta-analysis

2.

AI-Derived Longitudinal and Multi-Dimensional CT Classifier for Non-Small Cell Lung Cancer to Optimize Neoadjuvant Chemoimmunotherapy Decision: A Multicentre Retrospective Study

Number of pages: 49 Posted: 14 Jul 2025
Zhengzhou University, Southern Medical University - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Wuhan Union Hospital, Southern Medical University - Department of Radiology, Southern Medical University - Department of Radiology, Southern Medical University - Department of Radiology, Zhengzhou University, Zhengzhou University, Guangdong Academy of Medical Sciences - Department of Radiology, Wuhan Union Hospital, Maastricht University, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University, Maastricht University, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Zhengzhou University - Department of Thoracic Surgery, Guangdong Academy of Medical Sciences - Department of Radiology and Guangdong Academy of Medical Sciences
Downloads 87 (759,537)

Abstract:

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non-small cell lung cancer, neoadjuvant chemoimmunotherapy, radiomics, deep learning, habitat imaging, Longitudinal CT

3.

Artificial Intelligence-Assisted Analysis of Tumor Growth Pattern, Tumor-Infiltrating Lymphocytes, And Survival from Colorectal Cancer

Number of pages: 23 Posted: 20 Jul 2022
Guangdong Academy of Medical Sciences - Department of Radiology, Sun Yat-sen University (SYSU) - The Sixth Affiliated Hospital, Guangzhou Panyu Central Hospital, Guangdong Academy of Medical Sciences - Department of Radiology, Southern Medical University - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Ophthalmology, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, South China University of Technology - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Sun Yat-sen University (SYSU) - Department of Pathology, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences - Department of Radiology
Downloads 83 (783,685)

Abstract:

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Colorectal cancer, deep learning, Whole-slide images, Tumor growth pattern, Tumor-infiltrating lymphocytes

4.

Rethinking Mitosis Detection: Towards Diverse Data and Feature Representation for Better Domain Generalization

Number of pages: 13 Posted: 10 Jul 2024
South China University of Technology, South China University of Technology, Southern Medical University, Southern Medical University, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, affiliation not provided to SSRN, Guangdong Academy of Medical Sciences - Department of Radiology, South China University of Technology, Southern Medical University, Guangdong Academy of Medical Sciences - Department of Radiology and Guangdong Academy of Medical Sciences - Department of Radiology
Downloads 57 (1,000,027)

Abstract:

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Computational pathology, Mitosis detection, Model generalization, Data and feature diversity