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Xiaohui Zhu

Southern Medical University - Department of Pathology

SCHOLARLY PAPERS

2

DOWNLOADS

271

TOTAL CITATIONS

5

Scholarly Papers (2)

1.

Comprehensive AI Model Development for Gleason Grading: From Scanning, Cloud-Based Annotation to Pathologist-AI Interaction

Number of pages: 33 Posted: 25 Jul 2022
Agency for Science, Technology and Research (A*STAR) - Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR) - Bioinformatics Institute, National University of Singapore (NUS) - National University Hospital, University of Tartu - Institute of Molecular and Cell Biology, National University of Singapore (NUS) - National University Hospital, Government of the People's Republic of China - Department of Pathology, Government of the People's Republic of China - Department of Pathology, Southern Medical University - Department of Pathology, Agency for Science, Technology and Research (A*STAR) - Bioinformatics Institute, University of Tartu - Institute of Molecular and Cell Biology, University of Tartu - Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR) - Bioinformatics Institute, Nanjing University of Information Science & Technology (NUIST) - Jiangsu Key Laboratory of Big Data Analysis Technique, Hangzhou Medical College - Cancer Center, University of California, San Diego (UCSD) - Department of Psychiatry, Agency for Science, Technology and Research (A*STAR) - Bioinformatics Institute, National University of Singapore (NUS) - National University Hospital, Agency for Science, Technology and Research (A*STAR) - Bioinformatics Institute and National University of Singapore (NUS) - National University Hospital
Downloads 211 (362,957)
Citation 5

Abstract:

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Digital Pathology, artificial intelligence, deep learning, Prostate Cancer, Pathologist-AI Interaction, Incremental Learning, Cloud Annotation, WSI Image Quality Control

2.

DeepPMD: A Comprehensive Deep Learning Framework for Primary-Metastatic Classification and Origin Prediction in Lung Adenocarcinoma – Multi-Center Whole Slide Image Validation

Number of pages: 16 Posted: 30 Sep 2025
Southern Medical University, Hong Kong University of Science & Technology (HKUST), Southern Medical University, Southern Medical University, Southern Medical University, Southern Medical University, Southern Medical University, Hong Kong University of Science & Technology (HKUST), Hong Kong University of Science & Technology (HKUST), Hong Kong University of Science & Technology (HKUST), Hong Kong University of Science & Technology (HKUST), Southern Medical University, Southern Medical University, Southern Medical University - Department of Pathology, Guangzhou Medical University, Hebei Medical University - Department of Pathology, Shandong First Medical University, Hong Kong University of Science & Technology (HKUST) and Southern Medical University
Downloads 60 (961,006)

Abstract:

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Computational Pathology, Tumor Origin Prediction, Cancer of Unknown Primary (CUP), Deep learning, Whole Slide Image