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

doi:10.1007/978-3-031-33658-4_21

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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Mitosis Domain Generalization and Diabetic Retinopathy Analysis - MICCAI Challenges MIDOG 2022 and DRAC 2022, Held in Conjunction with MICCAI 2022, Proceedings
Editors	Bin Sheng, Marc Aubreville
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	211-216
Number of pages	6
ISBN (Print)	9783031336577
DOIs	https://doi.org/10.1007/978-3-031-33658-4_21
State	Published - 2023
Externally published	Yes
Event	25th International Conference on Medical Image Computing and Computer-Assisted Intervention , MICCAI 2022 - Singapore, Singapore Duration: Sep 18 2022 → Sep 22 2022

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	13597 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	25th International Conference on Medical Image Computing and Computer-Assisted Intervention , MICCAI 2022
Country/Territory	Singapore
City	Singapore
Period	9/18/22 → 9/22/22

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Class activation map
Convolutional neural network
Domain shift
Mitosis detection

Access to Document

10.1007/978-3-031-33658-4_21

OpenUrl availability

Full text

Cite this

Gu, H., Haeri, M., Ni, S., Williams, C. K., Zarrin-Khameh, N., Magaki, S., & Chen, X. A. (2023). Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge. In B. Sheng, & M. Aubreville (Eds.), Mitosis Domain Generalization and Diabetic Retinopathy Analysis - MICCAI Challenges MIDOG 2022 and DRAC 2022, Held in Conjunction with MICCAI 2022, Proceedings (pp. 211-216). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13597 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-33658-4_21

Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge. / Gu, Hongyan; Haeri, Mohammad; Ni, Shuo et al.
Mitosis Domain Generalization and Diabetic Retinopathy Analysis - MICCAI Challenges MIDOG 2022 and DRAC 2022, Held in Conjunction with MICCAI 2022, Proceedings. ed. / Bin Sheng; Marc Aubreville. Springer Science and Business Media Deutschland GmbH, 2023. p. 211-216 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13597 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Gu, H, Haeri, M, Ni, S, Williams, CK, Zarrin-Khameh, N, Magaki, S & Chen, XA 2023, Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge. in B Sheng & M Aubreville (eds), Mitosis Domain Generalization and Diabetic Retinopathy Analysis - MICCAI Challenges MIDOG 2022 and DRAC 2022, Held in Conjunction with MICCAI 2022, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13597 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 211-216, 25th International Conference on Medical Image Computing and Computer-Assisted Intervention , MICCAI 2022, Singapore, Singapore, 9/18/22. https://doi.org/10.1007/978-3-031-33658-4_21

Gu H, Haeri M, Ni S, Williams CK, Zarrin-Khameh N, Magaki S et al. Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge. In Sheng B, Aubreville M, editors, Mitosis Domain Generalization and Diabetic Retinopathy Analysis - MICCAI Challenges MIDOG 2022 and DRAC 2022, Held in Conjunction with MICCAI 2022, Proceedings. Springer Science and Business Media Deutschland GmbH. 2023. p. 211-216. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-33658-4_21

Gu, Hongyan ; Haeri, Mohammad ; Ni, Shuo et al. / Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge. Mitosis Domain Generalization and Diabetic Retinopathy Analysis - MICCAI Challenges MIDOG 2022 and DRAC 2022, Held in Conjunction with MICCAI 2022, Proceedings. editor / Bin Sheng ; Marc Aubreville. Springer Science and Business Media Deutschland GmbH, 2023. pp. 211-216 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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