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Minping Hong

Zhejiang Chinese Medical University

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Interpretable Artificial Intelligence in Assisting Treatment Response Prediction for Locally Advanced Rectal Cancer: A Prospective, Multicenter, Human-Model Interaction Study

Number of pages: 25 Posted: 02 Jul 2024
Xiao-Lin Pang, Xiaobo Chen, Li-Li Feng, Minping Hong, Pei-Yi Xie, Kaikai Wei, Jian Zheng, Jie Shi, Zhi-Hao Cheng, Weidong Han, Hongjie Cai, Zaiyi Liu, Xin-Juan Fan and Xiang-Bo Wan
Sun Yat-sen University (SYSU), Southern Medical University - Department of Radiology, Sun Yat-sen University (SYSU), Zhejiang Chinese Medical University, Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Southern Medical University - Guangdong Provincial Key Laboratory of Gastroenterology, Sun Yat-sen University (SYSU), Zhejiang University - Department of Medical Oncology, Zhejiang Chinese Medical University, Guangdong Academy of Medical Sciences - Department of Radiology, Zhengzhou University and affiliation not provided to SSRN
Downloads 84 (777,583)

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Artificial Intelligence, Radiomics, Interpretable AI-Human Interaction, Machine Learning, Pathological Complete Response, Rectal Cancer

2.

Predicting the Pathological Invasiveness in Patients with a Solitary Pulmonary Nodule Via SHAP Interpretation of Tree-Based Machine Learning Radiomics Model: A Multicentre Study

Number of pages: 18 Posted: 09 Mar 2023
Rong Zhang, Minping Hong, Hongjie Cai, Yanting Liang, Xinjie Chen, Ziwei Liu, Meilian Wu, Cuiru Zhou, Shaomin Yang, Huafeng Wang and Qiugen Hu
Southern Medical University - Shunde Hospital, Zhejiang Chinese Medical University, Zhejiang Chinese Medical University, Southern Medical University, Southern Medical University - Shunde Hospital, Southern Medical University - Shunde Hospital, Southern Medical University - Shunde Hospital, Southern Medical University - Shunde Hospital, Guangzhou Medical University, Southern Medical University - Shunde Hospital and Southern Medical University - Shunde Hospital
Downloads 34 (1,263,436)

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Pulmonary nodules, Invasiveness, Radiomics, eXtreme Gradient Boosting, Shapley additive explanations