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New directions in secure computation
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)
Conventional Machine Learning and Cloud Computing solutions require access to the raw data which generates potential security and privacy risk. Homomorphic Encryption method and Secure Multi-Party Computation protocol are ...
Multi class breast cancer classification from multi magnification scales using histopathical images
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2021)
Over the last few decades, cases of breast cancer have increased enormously. Early detection of cancer is one of the main approaches to prevent death. The only way to cure
this disease is to detect breast cancer at early ...
Predicting the impact of cancer somatic mutations on protein-protein interactions
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)
Cancer is a complex disease with one of the highest mortality rates. An existence challenge in cancer research is to identify the cancer driver mutation that causes cancer
progression. Many biological processes are ...