Cancer is a cellular change caused by uncontrolled cell growth and division. This disease develops from the growth of abnormal cells that have the potential to invade or spread to other parts of the body. The aim of this study was to investigate the relationship between blood parameters (e.g., Mean corpuscular volume (MCV), Mean corpuscular hemoglobin (MCH), Mean Corpuscular Hemoglobin Concentration (MCHC), Haemoglobin (HGB), White Blood Cell (WBC), and Red Blood Cell (RBC)) and different types of cancer. Breast cancer, thyroid gland cancer, ovarian cancer, testicular cancer, brain tumors as well as other types of cancer are based on the cell of the tissue found on or in the body. Any of these types of cancer are associated with a variety of health issues that put the patient's life in danger. Performing the complete blood count (CBC) test prior to or after a cancer diagnosis is necessary as abnormalities in the body can cause blood component rates to either increase or decrease, depending on the type of cancer, the patient's physiological mechanism, and the structural component. Since the CBC test belongs to hematology, drawing a blood sample and putting it into the anticoagulant tube for testing were preferred. In this study, the blood components of almost all patients were normal except for a few of them which may be due to other medical and biological factors. There is a significant relationship between blood parameters and cancer types.