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Supporting Mitosis Detection AI Training with Inter-Observer Eye-Gaze Consistencies.

Hongyan Gu, Zihan Yan, Ayesha Alvi, Brandon Day, Chunxu Yang, Zida Wu, Shino Magaki, Mohammad Haeri, Xaing 'Anthony' Chen.

To Appear: 2024 IEEE International Conference on Healthcare Informatics.

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Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge.

Marc Aubreville, ... Hongyan Gu, ... Christof A. Bertram.

Medical Image Analysis (2024): 103155.

DOI | BibTex

Enhancing Mitosis Count Assessment in Meningiomas with Computational Digital Pathology.

Hongyan Gu, Chunxu Yang, Issa Al-kharouf, Shino Magaki, Nelli Lakis, Christopher Kazu Williams, Sallam Mohammad Alrosan, Ellie Kate Onstott, Wenzhong Yan, Negar Khanlou, Imna Cobos, Xinhai Robert Zhang, Neda Zarrin-Khameh, Harry V. Vinters, Xiang 'Anthony' Chen, Mohammad Haeri.

Acta Neuropathologica Communications. 12, 7 (2024).

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Augmenting Pathologists with NaviPath: Design and Evaluation of a Human-AI

Collaborative Navigation System.

Hongyan Gu, Chunxu Yang, Mohammad Haeri, Jing Wang, Shirley Tang, Wenzhong Yan, Shujin He, Christopher Kazu Williams, Shino Magaki, Xiang 'Anthony' Chen

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Article 349, 1–19.

Best paper honorable mention award (~4% submission)

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Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge.

Hongyan Gu, Mohammad Haeri, Shuo Ni, Christopher Kazu Williams, Neda Zarrin-Khameh, Shino Magaki, Xiang 'Anthony' Chen

Lecture Notes in Computer Science, vol 13597. Springer, Cham.

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Improving Workflow Integration with xPath: Design and Evaluation of a Human-AI Diagnosis System in Pathology.

Hongyan Gu, Yuan Liang, Yifan Xu, Christopher Kazu Williams, Shino Magaki, Negar Khanlou, Harry Vinters, Zesheng Chen, Shuo Ni, Chunxu Yang, Wenzhong Yan, Xinhai Robert Zhang, Mohammad Haeri, Xiang 'Anthony' Chen

ACM Transactions on Computer-Human Interaction. 30, 2, Article 28 (April 2023), 37 pages.

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Lessons Learned from Designing an AI-Enabled Diagnosis Tool for Pathologists.

Hongyan Gu, Jingbin Huang, Lauren Hung, Xiang 'Anthony' Chen

Proceedings of the ACM on Human-Computer Interaction, 5 (CSCW1), 1-25.

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