AAI_2025_Capstone_Chronicles_Combined

Breast Tumor Classification Using Quantum Neural Networks

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References American Cancer Society. (2025, January 16). Survival Rates for Breast Cancer. Retrieved from American Cancer Society: https://www.cancer.org/cancer/types/breast cancer/understanding-a-breast-cancer-diagnosis/breast-cancer-survival rates.html Google. (2025, March 29). Quantum AI . Retrieved from Cirq Basics: https://quantumai.google/cirq/start/basics#simulation H, M. Y. (2021). Breast Cancer Dataset: Binary Classification Prediction for type of Breast Cancer . Retrieved June 26, 2025, from Kaggle: https://www.kaggle.com/datasets/yasserh/breast-cancer dataset?resource=download Hirai, H. (2024, April 13). Practical application of quantum neural network to materials informatics. Retrieved from Nature: https://www.nature.com/articles/s41598-024 59276-0 Hirvensalo, M. (2004). Quantum Computing (2 ed.). Berlin, Germany: Springer. Kaku, M. (2023). Quantum Supremacy: How the Quantum Computer Revolution Will Change Everything. New York, NY: Random House LLC. Karakanlı, B. (2025, July 24). Breast Cancer Classification with Logistic Regress. Retrieved from Kaggle: https://www.kaggle.com/code/berkekarakanl/breast-cancer classification-with-logistic-regress Karthinkeyan, S., Akila, M., Sumathi, D., & Poongodi, T. (2025). Quantum Machine Learning: A Modern Approach. Abingon, Oxon: CRC Press. Kaye, P., Laflamme, R., & Mosca, M. (2007). An Introduction to Quantum Computing. Oxford: Oxford University Press. LeCun, Y., Cortes, C., & Burges, C. (2024, June 1). MNIST . Retrieved from TensorFlow: https://www.tensorflow.org/datasets/catalog/mnist Meglicki, Z. (2008). Quantum Computing without Magic. Cambridge, MA: Massachusetts Institute of Technology. Muller, A. (2022, October 7). What is quantum entanglement? A physicist explains Einstein’s ‘spooky action at a distance’. Retrieved from Astronomy: https://www.astronomy.com/science/what-is-quantum-entanglement-a-physicist explains-einsteins-spooky-action-at-a-distance/

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