Özkan U. Nalbantoglu
Orcid: 0000-0002-2278-7786
According to our database1,
Özkan U. Nalbantoglu
authored at least 20 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review.
Neural Comput. Appl., April, 2024
A self-supervised learning model based on variational autoencoder for limited-sample mammogram classification.
Appl. Intell., 2024
2023
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms.
Turkish J. Electr. Eng. Comput. Sci., November, 2023
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., July, 2023
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., June, 2023
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., May, 2023
2022
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets.
Comput. Biol. Medicine, 2022
A new lightweight convolutional neural network for radiation-induced liver disease classification.
Biomed. Signal Process. Control., 2022
2021
Information Theoretic Metagenome Assembly Allows the Discovery of Disease Biomarkers in Human Microbiome.
Entropy, 2021
Taxonomic classification of metagenomic sequences from Relative Abundance Index profiles using deep learning.
Biomed. Signal Process. Control., 2021
2020
Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods.
CoRR, 2020
Comput. Biol. Medicine, 2020
2019
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
2017
A phylogeny-free microbiome dysbiosis detection pipeline for non-invasive disease diagnosis.
Proceedings of the IEEE International Conference on Electro Information Technology, 2017
2015
Proceedings of the 2015 Data Compression Conference, 2015
2014
Proceedings of the Data Compression Conference, 2014
Data Compression.
Proceedings of the Computing Handbook, 2014
2011
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01650-9, 2011
RAIphy: Phylogenetic classification of metagenomics samples using iterative refinement of relative abundance index profiles.
BMC Bioinform., 2011
2010
Entropy, 2010