Meryem Altin Karagöz

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Unsupervised Learning

Histopathological Images

Breast Cancer Diagnosis

Top Venues

Turkish J. Electr. Eng. Comput. Sci.

Biomed. Signal Process. Control.

Neural Comput. Appl.

Publications

Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu
A self-supervised learning model based on variational autoencoder for limited-sample mammogram classification. Appl. Intell. 54 (4) (2024)
Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Halil Ulutabanca, Serap Dogan, Damla Coskun, Osman Demir
Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate. Turkish J. Electr. Eng. Comput. Sci. 32 (3) (2024)
Meryem Altin Karagöz, Bahriye Akay, Alper Bastürk, Dervis Karaboga, Özkan U. Nalbantoglu
An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological images. Neural Comput. Appl. 35 (14) (2023)
Damla Coskun, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Serap Dogan, Ishak Paçal, Meryem Altin Karagöz
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms. Turkish J. Electr. Eng. Comput. Sci. 31 (7) (2023)
Meryem Altin Karagöz, O. Ufuk Nalbantoglu
Taxonomic classification of metagenomic sequences from Relative Abundance Index profiles using deep learning. Biomed. Signal Process. Control. 67 (2021)