谷宏言 - Department of Electrical and Computer Engineering, University of California, Los Angeles

基本信息

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职业迁徙

个人简介

I study human-AI collaboration techniques to assist pathologists in examining extreme high-resolution histopathology images, where AI is not yet perfect to perform high-stakes diagnoses automatically.

研究兴趣

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A Human-AI Collaborative System to Support Mitosis Assessment in Pathology

Chunxu Yang,Mohammad Haeri,Shino Magaki,Neda Zarrin-Khameh,Hongyan Gu,Xiang 'Anthony' Chen

COMPANION PROCEEDINGS OF 2024 29TH ANNUAL CONFERENCE ON INTELLIGENT USER INTERFACES, IUI 2024 COMPAN...（2024）

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Majority Voting of Doctors Improves Appropriateness of AI Reliance in Pathology

Hongyan Gu,Chunxu Yang,Shino Magaki,Neda Zarrin-Khameh,Nelli S. Lakis,Inma Cobos,Negar Khanlou,Xinhai R. Zhang,Jasmeet Assi,Joshua T. Byers, Ameer Hamza,Karam Han,Anders Meyer, Hilda Mirbaha,Carrie A. Mohila,Todd M. Stevens, Sara L. Stone,Wenzhong Yan,Mohammad Haeri,Xiang 'Anthony' Chen

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES (2024)

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Enhancing Mitosis Quantification and Detection 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,Inma Cobos,Xinhai Robert Zhang,Neda Zarrin-Khameh,Harry V. Vinters,Xiang Anthony Chen,Mohammad Haeri

ACTA NEUROPATHOLOGICA COMMUNICATIONSno. 1 (2024)

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Domain Generalization Across Tumor Types, Laboratories, and Species - Insights from the 2022 Edition of the Mitosis Domain Generalization Challenge

MEDICAL IMAGE ANALYSIS (2024)

引用0浏览0EIWOS引用

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,Xiang 'Anthony' Chen

IEEE International Conference on Healthcare Informaticspp.40-45, (2024)

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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,Yang Li,Mohammad Haeri,Xiang Anthony Chen

ACM Transactions on Computer-Human Interactionno. 2 (2023): 1-37

引用11浏览0EI引用

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

CHI 2023（2023）

引用7浏览0EI引用

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

arxiv（2022）

引用1浏览0EI引用

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（2021）

引用27浏览0EI引用

CrossPath: Top-down, Cross Data Type, Multi-Criterion Histological Analysis by Shepherding Mixed AI Models

Hongyan Gu,Yifan Xu,Mohammad Haeri,Xiang 'Anthony' Chen

CoRR (2020)

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Hongyan Gu(谷宏言)

博士生

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