Xinyu Zhang

Monash University

SCHOLARLY PAPERS

3

DOWNLOADS

226

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

Surformer: An Interpretable Pattern-Perceptive Survival Transformer for Cancer Survival Prediction from Histopathology Whole Slide Images

Number of pages: 12 Posted: 26 Apr 2023
Zhikang Wang, Qian Gao, Xiao-Ping Yi, Xinyu Zhang, Yiwen Zhang, Daokun Zhang, Pietro Liò, Christopher Bain, Richard Bassed, Shanshan Li, Yuming Guo, Seiya Imoto, Jianhua Yao, Roger J. Daly and Jiangning Song
Monash University, Central South University - Xiangya Hospital, Central South University - Xiangya Hospital, Monash University, Monash University - Climate, Air Quality Research Unit, Monash University, University of Cambridge, Monash University, Victorian Institute of Forensic Medicine, Monash University - Department of Epidemiology and Preventive Medicine, Monash University - Department of Epidemiology and Preventive Medicine, University of Tokyo - Division of Health Medical Intelligence, Tencent AI Lab, Monash University - Department of Biochemistry and Molecular Biology and Monash University - Department of Biochemistry and Molecular Biology
Downloads 102 (571,926)

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Survival analysis, multiple instance learning, whole slide image, deep learning interpretation.

2.

Dynamic Ensemble Transfer Learning with Multi-View Ultrasonography for Improving Thyroid Cancer Diagnostic Reliability

Number of pages: 16 Posted: 12 Sep 2024
Xinyu Zhang, Feng Liu, Vincent Cheng Siong Lee, Karishma Jassal, Bruno Di Muzio and James C. Lee
Monash University, affiliation not provided to SSRN, Monash University, Monash University - Alfred Hospital, Alfred Health and Monash University
Downloads 65 (747,181)

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Ensemble learning, Computer-Aided Diagnosis, Dynamic weighting assignment, Multi-view ultrasonography, Thyroid cancer

3.

Improving Diagnostic Reliability in Thyroid Cancer Care: A Small-Dataset Multi-View Ensemble Learning Approach

Number of pages: 11 Posted: 12 Jul 2023
Xinyu Zhang, Vincent Cheng Siong Lee, James C. Lee, Zhikang Wang, Jun Chen and Jiangning Song
Monash University, Monash University, Monash University, Monash University, Northwestern Polytechnical University and Monash University - Department of Biochemistry and Molecular Biology
Downloads 59 (785,614)
Citation 1

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Ensemble learning, Computer-aided diagnosis, Dynamic weighting assignment, Small dataset, Multi-view, Thyroid cancer