Özkan Ufuk Nalbantoglu

14 papers Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Disrobiom: A novel approach to discover robust biomarkers from gut microbiome datasets with deep-learning algorithms. Biomed. Signal Process. Control. U. Gülfem Elgün Çiftcioglu, Özkan Ufuk Nalbantoglu
2024	J	`jnl`	A self-supervised learning model based on variational autoencoder for limited-sample mammogram classification. Appl. Intell. Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu
2024	J	`jnl`	Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate. Turkish J. Electr. Eng. Comput. Sci. Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Halil Ulutabanca, Serap Dogan, Damla Coskun, Osman Demir
2023	J	`jnl`	A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms. Turkish J. Electr. Eng. Comput. Sci. Damla Coskun, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Serap Dogan, Ishak Paçal, Meryem Altin Karagöz
2023	J	`jnl`	Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection. Appl. Intell. Ahmet Karaman, Dervis Karaboga, Ishak Paçal, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin
2023	J	`jnl`	Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC). Expert Syst. Appl. Ahmet Karaman, Ishak Paçal, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin, Dervis Karaboga
2022	J	`jnl`	A new lightweight convolutional neural network for radiation-induced liver disease classification. Biomed. Signal Process. Control. Demet Alici-Karaca, Bahriye Akay, Arzu Yay, Pinar Suna, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Alper Bastürk, Esra Balcioglu, Munevver Baran
2022	J	`jnl`	An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets. Comput. Biol. Medicine Ishak Paçal, Ahmet Karaman, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun
2021	J	`jnl`	Information Theoretic Metagenome Assembly Allows the Discovery of Disease Biomarkers in Human Microbiome. Entropy Özkan Ufuk Nalbantoglu
2021	J	`jnl`	Taxonomic classification of metagenomic sequences from Relative Abundance Index profiles using deep learning. Biomed. Signal Process. Control. Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu
2020	J	`jnl`	A comprehensive review of deep learning in colon cancer. Comput. Biol. Medicine Ishak Paçal, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu
2020	J	`jnl`	Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods. CoRR Hilal Hacilar, Özkan Ufuk Nalbantoglu, Oya Aran, Burcu Bakir-Gungor
2017	—	`conf`	A phylogeny-free microbiome dysbiosis detection pipeline for non-invasive disease diagnosis. EIT Özkan Ufuk Nalbantoglu, A. Emre Onuk
2014	—	`ch.`	Data Compression. Computing Handbook, 3rd ed. (1) Özkan Ufuk Nalbantoglu, Khalid Sayood