Devrim Ünay
Orcid: 0000-0003-3478-7318Affiliations:
- İzmir University of Economics, Faculty of Engineering and Computer Sciences
- Bahçeşehir University, Faculty of Engineering and Natural Sciences
According to our database1,
Devrim Ünay
authored at least 65 papers
between 2004 and 2023.
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Bibliography
2023
Deep learning-based automated COVID-19 classification from computed tomography images.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., November, 2023
2022
Deep learning based automatic grading of bi-colored apples using multispectral images.
Multim. Tools Appl., November, 2022
IEEE Trans. Biomed. Eng., 2022
CoRR, 2022
2021
Improved cell segmentation using deep learning in label-free optical microscopy images.
Turkish J. Electr. Eng. Comput. Sci., 2021
2020
BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows.
Patterns, 2020
Deep Learning based Segmentation Pipeline for Label-Free Phase-Contrast Microscopy Images.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
2019
Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-phoyon microscopy images.
CoRR, 2019
Proceedings of the Speech and Computer - 21st International Conference, 2019
The Performance of Local-Learning Based Clustering Feature Selection Method on the Diagnosis of Parkinson's Disease Using Structural MRI.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Classification of Patients with Bipolar Disorder and Their Healthy Siblings from Healthy Controls Using MRI.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019
Combining Nonparametric Spatial Context Priors With Nonparametric Shape Priors for Dendritic Spine Segmentation in 2-Photon Microscopy Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
An Evaluation on the Robustness of Five Popular Keypoint Descriptors to Image Modifications Specific to Laser Scanning Microscopy.
IEEE Access, 2018
Robustness of sift feature descriptors to imaging parameters in laser scanning microscopy.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
2017
Retrieval From and Understanding of Large-Scale Multi-modal Medical Datasets: A Review.
IEEE Trans. Multim., 2017
IEEE Trans. Image Process., 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
2016
Dendritic spine classification based on two-photon microscopic images using sparse representation.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
2015
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge.
NeuroImage, 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
A joint classification and segmentation approach for dendritic spine segmentation in 2-photon microscopy images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.
Medical Image Anal., 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Comparison of cerebral atrophy grade with sizes of lateral ventricle and central sulci.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Automatic dendritic spine detection using multiscale dot enhancement filters and SIFT features.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Digital Heritage. Progress in Cultural Heritaage: Documentation, Preservation, and Protection, 2014
2013
J. Signal Process. Syst., 2013
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.
Medical Image Anal., 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Automated aortic supravalvular sinus detection in conventional computed tomography image.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Concordance between computer-based neuroimaging findings and expert assessments in dementia grading.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
A watershed and active contours based method for dendritic spine segmentation in 2-photon microscopy images.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
2012
Local and global volume changes of subcortical brain structures from longitudinally varying neuroimaging data for dementia identification.
Comput. Medical Imaging Graph., 2012
Inter-hemispheric atrophy better correlates with expert ratings than hemispheric cortical atrophy.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
A tool for automatic dendritic spine detection and analysis. Part I: Dendritic spine detection using multi-level region-based segmentation.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012
2011
Mach. Learn., 2011
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Coupled Nonparametric Shape and Moment-Based Intershape Pose Priors for Multiple Basal Ganglia Structure Segmentation.
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Inf. Technol. Biomed., 2010
Augmenting clinical observations with visual features from longitudinal MRI data for improved dementia diagnosis.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010
Segmentation of Anatomical Structures in Brain MR Images Using Atlases in FSL - A Quantitative Approach.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Voxel-based discriminant map classification on brain ventricles for Alzheimer's disease.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2009
Volumetric Segmentation of Multiple Basal Ganglia Structures using Nonparametric Coupled shape and Inter-Shape Pose Priors.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009
Automated X-Ray Image Annotation - Single versus Ensemble of Support Vector Machines.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009
Multi-object segmentation using coupled nonparametric shape and relative pose priors.
Proceedings of the Computational Imaging VII, 2009
2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Medical image search and retrieval using local binary patterns and KLT feature points.
Proceedings of the International Conference on Image Processing, 2008
2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
2004
Stem-End/Calyx Detection in Apple Fruits - Comparison of Feature Selection Methods and Classifiers.
Proceedings of the International Conference on Computer Vision and Graphics, 2004