Browsing by Author "Uçan, Murat"
Now showing items 1-4 of 4
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Automatic detection of cancer metastasis in lymph node using deep learning
Bütün, Ertan; Uçan, Murat; Kaya, Mehmet (Elsevier, 2023)Lymph node metastases are one of the most indicator of some cancer types such as breast, colon and prostate. Breast cancer mostly spreads to lymph nodes in the armpit and it is one of the most common causes of death ... -
Classification of multi-label electrocardiograms utilizing the efficientNet CNN model
Akkuzu, Nida; Uçan, Murat; Kaya, Mehmet (Institute of Electrical and Electronics Engineers Inc., 2023)Using electrocardiogram (ECG) signal images, the status of Covid-19, Abnormal heartbeat, Myocardial infarction, Myocardial Infarction History and Normal findings can be detected. Disease detections made with traditional ... -
Deep learning based approach with efficientNet and SE block attention mechanism for multiclass alzheimer's disease detection
Uçan, Sevilay; Uçan, Murat; Kaya, Mehmet (Institute of Electrical and Electronics Engineers Inc., 2023)Alzheimer's disease can be detected beforehand using brain MRI images. However, this situation requires a specialist in the field and is a very open area to human error. In addition, it takes a long time for specialist ... -
Multi-Class gastrointestinal images classification using EfficientNet-B0 CNN model
Uçan, Murat; Kaya, Buket; Kaya, Mehmet (Institute of Electrical and Electronics Engineers Inc., 2022)Many diseases and cancerous cells can be detected using images taken by gastroenterology specialists. Accurate and rapid detection of gastroenterological diseases is very important for the treatment processes to be applied ...
