Comprehensive Experiments on Breast Cancer Hematoxylin and Eosin-stained Images Using UNet

Author:

Jackson Emily1ORCID,Le Faye1ORCID,Lisbon Je'Dae I.1ORCID,Coleman Max1ORCID,Burman Jordyn1ORCID,Wonderley Astrid1ORCID,Eshaghian Sepehr1ORCID,Lee Sanghoon1ORCID

Affiliation:

1. Kennesaw State University, Marrietta, Georgia, USA

Funder

National Science Foundation

Kennesaw State University

Publisher

ACM

Reference42 articles.

1. Ayat Abedalla, Malak Abdullah, Mahmoud Al-Ayyoub, and Elhadj Benkhelifa. 2020. The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net. arXiv preprint arXiv:2009.02805 (2020).

2. Structured crowdsourcing enables convolutional segmentation of histology images

3. Vickie E Baracos Tony Reiman Marina Mourtzakis Ioannis Gioulbasanis and Sami Antoun. 2010. Body Composition in Patients with Non-Small Cell Lung Cancer: a Contemporary View of Cancer Cachexia with the Use of Computed Tomography Image Analysis. The American journal of clinical nutrition 91 4 (2010) 1133S-1137S.

4. Global Cancer Statistics 2022: the Trends Projection Analysis;Chhikara Bhupender S;Chemical Biology Letters,2023

5. Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, and Anil A Bharath. 2018. Generative Adversarial Networks: An Overview. IEEE signal processing magazine 35, 1 (2018), 53--65.

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