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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 ...
A hybrid recommender system
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2020)
In the current era, the rapid pace of data volume is producing redundant information on the internet. Predicting the appropriate item for users has been a great challenge in information systems. As a result, recommender ...
Deep learning approaches for MRI image classifications
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2020)
Although there is no treatment for Alzheimer’s disease (AD), but an accurate early diagnosis is very important for both the patient and public care. Our proposed model consists of two main experiments traditional machine ...
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 ...
A comparative analysis of breast cancer detection and diagnosis using data visualization and machine learning applications
(Healthcare, 2020)
In the developing world, cancer death is one of the major problems for humankind.
Even though there are many ways to prevent it before happening, some cancer types still do not have
any treatment. One of the most common ...