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

Author:

Gu Hongyan1ORCID,Yang Chunxu1ORCID,Haeri Mohammad2ORCID,Wang Jing3ORCID,Tang Shirley4ORCID,Yan Wenzhong4ORCID,He Shujin3ORCID,Williams Christopher Kazu5ORCID,Magaki Shino5ORCID,Chen Xiang 'Anthony'1ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, University of California, Los Angeles, United States

2. Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, United States

3. Department of Pathology, Beijing Tongren Hospital, Capital Medical University, China

4. University of California, Los Angeles, United States

5. Department of Pathology and Laboratory Medicine, UCLA David Geffen School of Medicine, United States

Funder

Office of Naval Research

National Science Foundation

Publisher

ACM

Reference88 articles.

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2. Marc Aubreville , Christof Bertram , Mitko Veta , Robert Klopfleisch , Nikolas Stathonikos , Katharina Breininger , Natalie ter Hoeve , Francesco Ciompi, and Andreas Maier. 2021 . Quantifying the scanner-induced domain gap in mitosis detection. arXiv preprint arXiv:2103.16515(2021). Marc Aubreville, Christof Bertram, Mitko Veta, Robert Klopfleisch, Nikolas Stathonikos, Katharina Breininger, Natalie ter Hoeve, Francesco Ciompi, and Andreas Maier. 2021. Quantifying the scanner-induced domain gap in mitosis detection. arXiv preprint arXiv:2103.16515(2021).

3. A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research

4. QuPath: Open source software for digital pathology image analysis

5. Halo

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