Diğer Yayınlar Koleksiyonu

The Effect of Auscultation Areas on Nonlinear Classifiers in Computerized Analysis of Chronic Obstructive Pulmonary Disease

Gökçen, Ahmet; Demir, Emre (Springer, 2021)

Today, with the rapid development of technology, various methods are being developed for computer assisted diagnostic systems. Computer assisted diagnostic systems allow an objective assessment and help physicians to ...
A deep learning architecture for identification of breast cancer on mammography by learning various representations of cancerous mass

Altan, Gökhan (Springer, 2021)

Deep Learning (DL) is a high capable machine learning algorithm with the detailed analysis abilities on images. Although DL models achieve very high classification performances, the applications are trending on using and ...
Case Study: Deep Convolutional Networks in Healthcare

Avcı, Mutlu; Sarıgül, Mehmet; Özyıldırım, Buse Melis (Springer Verlag, 2020)

Technological improvements lead big data producing, processing and storing systems. These systems must contain extraordinary capabilities to overcome complexity of the big data. Therefore, the methodologies utilized for ...