NuclSeg: nuclei segmentation using semi-supervised stain deconvolution

Author:

Wang Haixin1ORCID,Yang Jian1ORCID,Katayama Ryohei2ORCID,Matsusaki Michiya3ORCID,Miyao Tomoyuki4ORCID,Zhou Jinjia1ORCID

Affiliation:

1. Hosei University, JP

2. Cancer Chemotherapy Center at Japanese Foundation for Cancer Research, JP

3. Department of Applied Chemistry, Osaka University, JP

4. Data Science Center, Nara Institute of Science and Technology, JP

Publisher

ACM

Reference17 articles.

1. Yifan Gao , Wei Xia , Dingdu Hu , and Xin Gao . 2023. DeSAM: Decoupling Segment Anything Model for Generalizable Medical Image Segmentation. arXiv preprint arXiv:2306.00499 ( 2023 ). Yifan Gao, Wei Xia, Dingdu Hu, and Xin Gao. 2023. DeSAM: Decoupling Segment Anything Model for Generalizable Medical Image Segmentation. arXiv preprint arXiv:2306.00499 (2023).

2. Parmida Ghahremani , Yanyun Li , Arie Kaufman , Rami Vanguri , Noah Greenwald , Michael Angelo , Travis  J Hollmann , and Saad Nadeem . 2022. Deep learning-inferred multiplex immunofluorescence for immunohistochemical image quantification. Nature machine intelligence 4, 4 ( 2022 ), 401–412. Parmida Ghahremani, Yanyun Li, Arie Kaufman, Rami Vanguri, Noah Greenwald, Michael Angelo, Travis J Hollmann, and Saad Nadeem. 2022. Deep learning-inferred multiplex immunofluorescence for immunohistochemical image quantification. Nature machine intelligence 4, 4 (2022), 401–412.

3. Mohammad Minhazul Haq and Junzhou Huang . 2020 . Adversarial Domain Adaptation for Cell Segmentation . In Proceedings of the Third Conference on Medical Imaging with Deep Learning(Proceedings of Machine Learning Research, Vol. 121) , Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Herve Lombaert, and Christopher Pal (Eds.). PMLR, 277–287. Mohammad Minhazul Haq and Junzhou Huang. 2020. Adversarial Domain Adaptation for Cell Segmentation. In Proceedings of the Third Conference on Medical Imaging with Deep Learning(Proceedings of Machine Learning Research, Vol. 121), Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Herve Lombaert, and Christopher Pal (Eds.). PMLR, 277–287.

4. Mask R-CNN

5. Judy Hoffman , Eric Tzeng , Taesung Park , Kate Saenko Alexei A.  Efros Jun-Yan Zhu , Phillip Isola, and Trevor Darrell . 2018 . CyCADA: Cycle Consistent Adversarial Domain Adaptation. International Conference on Machine Learning (ICML) (2018). Judy Hoffman, Eric Tzeng, Taesung Park, Kate Saenko Alexei A. Efros Jun-Yan Zhu, Phillip Isola, and Trevor Darrell. 2018. CyCADA: Cycle Consistent Adversarial Domain Adaptation. International Conference on Machine Learning (ICML) (2018).

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