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Magnetic resonance spectroscopy (MRS) is one of the non-invasive tools used in the detection of brain tumors. MRS provides a metabolic profile about the brain. In this profile, MRS patterns of the tumors and pseudo tumors can be similar to each other. For this reason, accurate diagnosis and classification of brain tumor is of vital importance for the patient's treatment planning. It has been widely...
The prediction of power outputs generated from photovoltaic (PV) systems at different times is necessary for reliable and economical use of solar panels. The prediction of the power output is also very important in terms of factors such as installation of solar panels, guidance of electricity companies, energy management and distribution. In this study, we propose an Artificial Neural Network (ANN)...
Brain tumors grow in the skull and they can be life threatening in later stages because of the pressure exerted on the brain. Malignant brain tumors have become one of the major causes of human death in recent years. If the tumor can be classified correctly at an early stage, the chances of survival of patients can be improved. The most appropriate treatment to be selected for brain cancer depends...
In this study, Arduino microcontroller based traffic signalization automation system that is remote-manageable with a web service is presented for duration scheduling of traffic signal lights. In this realized system, it will be possible to adjust the light durations dynamically over the internet. Thus, during sudden moments of intervention, a great convenience and speed will be ensured for updating...
Multiple Sclerosis (MS) is a central nervous system (CNS) disorders resulting from damage to the myelin sheath which helps to ensure the transmission of messages between the brain and spinal cord. MS lesions occur in patients with damage to the myelin sheath. Progression of MS lesions is important for examining the disease. MS lesions often Magnetic Resonance Imaging (MRI) is determined and planned...
Lung cancer is the most common type of cancer among various cancers with the highest mortality rate. The fact that nodules that form on the lungs are in different shapes such as round or spiral in some cases makes their detection difficult. Early diagnosis facilitates identification of treatment phases and increases success rates in treatment. In this study, a holistic Computer Aided Diagnosis (CAD)...
Undetectable fractures and misdiagnosis are the most important problems in orthopaedics field. In recent years, researchers have studied on enhancing of diagnosis success with “Computer Aided Diagnosis” systems. In this study, “Artificial neural network (ANN) based automatic bone fracture detection system” has been performed taking into consideration mentioned needs. In this proposed system, firstly,...
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