O. Ufuk Nalbantoglu

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 7

Top Topics

Convolutional Neural Network

Information Theoretic

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Publications

Ishak Pacal, Ahmet Karaman, Dervis Karaboga, Bahriye Akay, Alper Bastürk, O. Ufuk Nalbantoglu, Seymanur Coskun
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets. Comput. Biol. Medicine 141 (2022)
Demet Alici-Karaca, Bahriye Akay, Arzu Yay, Pinar Suna, O. Ufuk Nalbantoglu, Dervis Karaboga, Alper Bastürk, Esra Balcioglu, Munevver Baran
A new lightweight convolutional neural network for radiation-induced liver disease classification. Biomed. Signal Process. Control. 73 (2022)
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)
O. Ufuk Nalbantoglu
Information Theoretic Metagenome Assembly Allows the Discovery of Disease Biomarkers in Human Microbiome. Entropy 23 (2) (2021)
Hilal Hacilar, O. Ufuk Nalbantoglu, Oya Aran, Burcu Bakir-Gungor
Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods. CoRR (2020)
Ishak Pacal, Dervis Karaboga, Alper Bastürk, Bahriye Akay, O. Ufuk Nalbantoglu
A comprehensive review of deep learning in colon cancer. Comput. Biol. Medicine 126 (2020)
O. Ufuk Nalbantoglu, A. Emre Onuk
A phylogeny-free microbiome dysbiosis detection pipeline for non-invasive disease diagnosis. EIT (2017)