Augmenting Transfer Learning with Feature Extraction Techniques for Limited Breast Imaging Datasets

Author:

R V AswigaORCID,R Aishwarya,A P Shanthi

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Radiology Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference44 articles.

1. Nasrindokht Azamjah, Yasaman Soltan-Zadeh, Farid Zayeri.: Global trend of breast cancer mortality rate: A 25-year study. Asian Pacific Journal of Cancer Prevention, 20(7): 2015–2020, 2019. https://doi.org/10.31557/APJCP.2019.20.7.2015, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6745227/

2. Dr. Kamal Kant Koli: Fast MRI bests 3D mammograms for screening cancer in women with dense breasts. Medical Dialogues, 2020. https://medicaldialogues.in/radiology/news/fast-mri-bests-3d-mammograms-for-screening-cancer-in-women-with-dense-breasts-70882

3. Limitations of Mammograms. American Cancer Society. https://www.cancer.org/cancer/breast-cancer/screening-tests-and-early-detection/mammograms/breast-density-and-your-mammogram-report.html

4. Ravi K. Samala, Heang-Ping Chan, Lubomir Hadjiiski, Mark A. Helvie, Caleb D. Richter, Kenny H. Cha.: Breast cancer diagnosis in digital breast tomosynthesis-effects of training sample size on multi-stage transfer learning using deep neural nets. IEEE Transactions on Medical Imaging, vol. 38, no. 3: 686–696, 2019

5. Ben Tan, Yangqiu Song, Erheng Zhong, Qiang Yang.: Transitive transfer learning. International Conference on Knowledge Discovery and Data Mining, ACM SIGKDD, ISBN: 978–1–4503–3664:1155–1164, Aug 2015

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