Devrim Ünay

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 29

Top Topics

Dendritic Spines

Computed Tomography Images

Microscopy Images

Top Venues

Biomed. Signal Process. Control.

Publications

Kenan Morani, Esra Kaya Ayana, Dimitrios Kollias, Devrim Ünay
COVID-19 Detection from Computed Tomography Images Using Slice Processing Techniques and a Modified Xception Classifier. Int. J. Biomed. Imaging 2024 (2024)
Yusuf Sait Erdem, Leonardo Obinna Iheme, Mahmut Uçar, Özden Yalçin Özuysal, Muhammed Balikçi, Kenan Morani, Behçet Ugur Töreyin, Devrim Ünay
Novel Neural Style Transfer based data synthesis method for phase-contrast wound healing assay images. Biomed. Signal Process. Control. 96 (2024)
Kenan Morani, Devrim Ünay
Deep learning-based automated COVID-19 classification from computed tomography images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (6) (2023)
Refik Soyak, Ebru Navruz, Eda Ozgu Ersoy, Gastão Cruz, Claudia Prieto, Andrew P. King, Devrim Ünay, Ilkay Öksüz
Channel Attention Networks for Robust MR Fingerprint Matching. IEEE Trans. Biomed. Eng. 69 (4) (2022)
Kenan Morani, Muhammet Fatih Balikci, Tayfun Yigit Altuntas, Devrim Ünay
Covid-19 Detection Using Transfer Learning Approach from Computed Temography Images. CoRR (2022)
Devrim Ünay
Deep learning based automatic grading of bi-colored apples using multispectral images. Multim. Tools Appl. 81 (27) (2022)
Aydin Ayanzadeh, Özden Yalçin Özuysal, Devrim Pesen Okvur, Sevgi Önal, Behçet Ugur Töreyin, Devrim Ünay
Improved cell segmentation using deep learning in label-free optical microscopy images. Turkish J. Electr. Eng. Comput. Sci. 29 (SI-1) (2021)
Kenan Morani, Devrim Ünay
Deep Learning Based Automated COVID-19 Classification from Computed Tomography Images. CoRR (2021)
Aydin Ayanzadeh, Özden Yalçin Özuysal, Devrim Pesen Okvur, Sevgi Önal, Behçet Ugur Töreyin, Devrim Ünay
Deep Learning based Segmentation Pipeline for Label-Free Phase-Contrast Microscopy Images. SIU (2020)
Ulysse Rubens, Romain Mormont, Lassi Paavolainen, Volker Bäcker, Benjamin Pavie, Leandro A. Scholz, Gino Michiels, Martin Maska, Devrim Ünay, Graeme Ball, Renaud Hoyoux, Rémy Vandaele, Ofra Golani, Stefan G. Stanciu, Natasa Sladoje, Perrine Paul-Gilloteaux, Raphaël Marée, Sébastien Tosi
BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows. Patterns 1 (3) (2020)
Refik Soyak, Ebru Navruz, Eda Ozgu Ersoy, Gastão Cruz, Claudia Prieto, Andrew P. King, Devrim Ünay, Ilkay Öksüz
Channel Attention Networks for Robust MR Fingerprinting Matching. CoRR (2020)
Umut Avci, Gamze Akkurt, Devrim Ünay
A Pattern Mining Approach in Feature Extraction for Emotion Recognition from Speech. SPECOM (2019)
Ozkan Cigdem, Hasan Demirel, Devrim Ünay
The Performance of Local-Learning Based Clustering Feature Selection Method on the Diagnosis of Parkinson's Disease Using Structural MRI. SMC (2019)
Ozkan Cigdem, Erencan Horuz, Refik Soyak, Burhan Aydeniz, Aysu Sulucay, Kaya Oguz, Hasan Demirel, Omer Kitis, Cagdas Eker, Ali Saffet Gonul, Devrim Ünay
Classification of Patients with Bipolar Disorder and Their Healthy Siblings from Healthy Controls Using MRI. MeMeA (2019)
Ertunc Erdil, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-phoyon microscopy images. CoRR (2019)
Ertunc Erdil, A. OzgurArgunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
Combining Nonparametric Spatial Context Priors With Nonparametric Shape Priors for Dendritic Spine Segmentation in 2-Photon Microscopy Images. ISBI (2019)
Ahmet Ekin, Devrim Ünay
Blockchain applications in healthcare. SIU (2018)
Devrim Ünay, Stefan G. Stanciu
Robustness of sift feature descriptors to imaging parameters in laser scanning microscopy. SIU (2018)
Devrim Ünay, Stefan G. Stanciu
An Evaluation on the Robustness of Five Popular Keypoint Descriptors to Image Modifications Specific to Laser Scanning Microscopy. IEEE Access 6 (2018)
Henning Müller, Devrim Ünay
Retrieval From and Understanding of Large-Scale Multi-modal Medical Datasets: A Review. IEEE Trans. Multim. 19 (9) (2017)
Erdem Bocugoz, Ertunc Erdil, Ali Ozgur Argunsah, Devrim Ünay, Müjdat Çetin
3B dendritic spine segmentation using nonparametric shape priors. SIU (2017)
Naeimeh Atabakilachini, Ertunc Erdil, Ali Ozgur Argunsah, Lavdie Rada, Devrim Ünay, Müjdat Çetin
Coupled shape priors for dynamic segmentation of dendritic spines. SIU (2017)
Ertunc Erdil, Muhammad Usman Ghani, Lavdie Rada, Ali Ozgur Argunsah, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Nonparametric Joint Shape and Feature Priors for Image Segmentation. IEEE Trans. Image Process. 26 (11) (2017)
Muhammad Usman Ghani, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Müjdat Çetin
Dendritic spine classification based on two-photon microscopic images using sparse representation. SIU (2016)
Muhammad Usman Ghani, Ertunc Erdil, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic Spine Shape Analysis: A Clustering Perspective. CoRR (2016)
Muhammad Usman Ghani, Ertunç Erdil, Sümeyra Demir Kanik, Ali Özgür Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic Spine Shape Analysis: A Clustering Perspective. ECCV Workshops (1) (2016)
Muhammad Usman Ghani, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
On comparison of manifold learning techniques for dendritic spine classification. ISBI (2016)
Muhammad Usman Ghani, Fitsum Mesadi, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic spine shape analysis using disjunctive normal shape models. ISBI (2016)
Ertunc Erdil, Lavdie Rada, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Nonparametric joint shape and feature priors for segmentation of dendritic spines. ISBI (2016)
David M. Cash, Chris Frost, Leonardo O. Iheme, Devrim Ünay, Melek Kandemir, Jurgen Fripp, Olivier Salvado, Pierrick Bourgeat, Martin Reuter, Bruce Fischl, Marco Lorenzi, Giovanni B. Frisoni, Xavier Pennec, Ronald K. Pierson, Jeffrey L. Gunter, Matthew L. Senjem, Clifford R. Jack Jr., Nicolas Guizard, Vladimir S. Fonov, D. Louis Collins, Marc Modat, M. Jorge Cardoso, Kelvin K. Leung, Hongzhi Wang, Sandhitsu R. Das, Paul A. Yushkevich, Ian B. Malone, Nick C. Fox, Jonathan M. Schott, Sébastien Ourselin
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge. NeuroImage 123 (2015)
Muhammad Usman Ghani, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
Dendritic spine shape classification from two-photon microscopy images. SIU (2015)
Bike Kilic, Lavdie Rada, Ertunc Erdil, Ali Ozgur Argunsah, Müjdat Çetin, Devrim Ünay
Automated dendritic spine tracking on 2-photon microscopic images. SIU (2015)
Ertunc Erdil, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
A joint classification and segmentation approach for dendritic spine segmentation in 2-photon microscopy images. ISBI (2015)
Rina Dewi Rudyanto, Sjoerd Kerkstra, Eva M. van Rikxoort, Catalin I. Fetita, Pierre-Yves Brillet, Christophe Lefevre, Wenzhe Xue, Xiangjun Zhu, Jianming Liang, Ilkay Öksüz, Devrim Ünay, Kamuran Kadipasaoglu, Raúl San José Estépar, James C. Ross, George R. Washko, Juan-Carlos Prieto, Marcela Hernández Hoyos, Maciej Orkisz, Hans Meine, Markus Hüllebrand, Christina Stöcker, Fernando López-Mir, Valery Naranjo, Eliseo Villanueva, Marius Staring, Changyan Xiao, Berend C. Stoel, Anna Fabijanska, Erik Smistad
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study. Medical Image Anal. 18 (7) (2014)
Fehmi Volkan Ozdemir, Anil Fettahoglu, Devrim Ünay
Content and context based similarity for disease diagnosis. SIU (2014)
Lavdie Rada, Ertunc Erdil, Ali Ozgur Argunsah, Devrim Ünay, Müjdat Çetin
Automatic dendritic spine detection using multiscale dot enhancement filters and SIFT features. ICIP (2014)
Gokhan Gokay, Melek Kandemir, M. Savas Tepe, Z. Betül Yalçiner, Devrim Ünay
Comparison of cerebral atrophy grade with sizes of lateral ventricle and central sulci. SIU (2014)
Kemal Egemen Ozden, Devrim Ünay, Huseyin Inan, Bahtiyar Kaba, Ovgu Ozturk Ergun
Intelligent Interactive Applications for Museum Visits. EuroMed (2014)
Ilkay Öksüz, Devrim Ünay, Kamuran Kadipasaoglu
Region growing on frangi vesselness values in 3-D CTA data. SIU (2013)
A. Murat Yagci, Ertunc Erdil, Ali Ozgur Argunsah, Devrim Ünay, Müjdat Çetin, Lale Akarun, Fikret Gürgen
Biomedical image time series registration with particle filtering. SIU (2013)
Mert Kaya, Devrim Ünay
DressBoard: An Embedded Virtual Try-On System for Ties and Bowties. J. Signal Process. Syst. 73 (2) (2013)
Leonardo O. Iheme, Devrim Ünay, Osman Baskaya, Ahmet Sennaz, Melek Kandemir, Z. Betül Yalçiner, M. Savas Tepe, Turgay Kahraman, Gözde B. Ünal
Concordance between computer-based neuroimaging findings and expert assessments in dementia grading. SIU (2013)
Hortense A. Kirisli, Michiel Schaap, Coert Metz, A. S. Dharampal, W. B. Meijboom, S. L. Papadopoulou, A. Dedic, K. Nieman, Michiel A. de Graaf, M. F. L. Meijs, M. J. Cramer, Alexander Broersen, Suheyla Cetin, Abouzar Eslami, Leonardo Florez-Valencia, Kuo-Lung Lor, Bogdan J. Matuszewski, Imen Melki, Brian Mohr, Ilkay Öksüz, Rahil Khurram Shahzad, Chunliang Wang, Pieter H. Kitslaar, Gözde B. Ünal, Amin Katouzian, Maciej Orkisz, Chung-Ming Chen, Frédéric Precioso, Laurent Najman, S. Masood, Devrim Ünay, Lucas J. van Vliet, Rodrigo Moreno, Roman Goldenberg, Erald Vuçini, Gabriel P. Krestin, Wiro J. Niessen, Theo van Walsum
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. Medical Image Anal. 17 (8) (2013)
Devrim Ünay, Ibrahim Harmankaya, Ilkay Öksüz, Kamuran Kadipasaoglu, Rahmi Cubuk, Levent Çelik
Automated aortic supravalvular sinus detection in conventional computed tomography image. SIU (2013)
Ertunc Erdil, Ali Ozgur Argunsah, Devrim Ünay, Müjdat Çetin
A watershed and active contours based method for dendritic spine segmentation in 2-photon microscopy images. SIU (2013)
Tugberk Kocatekin, Devrim Ünay
Text mining in radiology reports. SIU (2013)
Devrim Ünay
Local and global volume changes of subcortical brain structures from longitudinally varying neuroimaging data for dementia identification. Comput. Medical Imaging Graph. 36 (6) (2012)
Ertunc Erdil, A. Murat Yagci, Ali Ozgur Argunsah, Y. Ramiro-Cortes, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay
A tool for automatic dendritic spine detection and analysis. Part I: Dendritic spine detection using multi-level region-based segmentation. IPTA (2012)
Osman Baskaya, Melek Kandemir, M. Savas Tepe, M. Acar, Gözde B. Ünal, Z. Betül Yalçiner, Devrim Ünay
Inter-hemispheric atrophy better correlates with expert ratings than hemispheric cortical atrophy. SIU (2012)
Devrim Ünay, Ahmet Ekin
Dementia diagnosis using similar and dissimilar retrieval items. ISBI (2011)
Yu Cao, Jayashree Kalpathy-Cramer, Devrim Ünay
Medical multimedia analysis and retrieval. ACM Multimedia (2011)
Süreyya Özögür-Akyüz, Devrim Ünay, Alexander J. Smola
Guest editorial: model selection and optimization in machine learning. Mach. Learn. 85 (1-2) (2011)
Devrim Ünay
Augmenting clinical observations with visual features from longitudinal MRI data for improved dementia diagnosis. Multimedia Information Retrieval (2010)
Mustafa Gökhan Uzunbas, Octavian Soldea, Devrim Ünay, Mert Cetin, Gözde B. Ünal, Aytül Erçil, Ahmet Ekin
Coupled Nonparametric Shape and Moment-Based Intershape Pose Priors for Multiple Basal Ganglia Structure Segmentation. IEEE Trans. Medical Imaging 29 (12) (2010)
Devrim Ünay, Ahmet Ekin, Radu S. Jasinschi
Local structure-based region-of-interest retrieval in brain MR images. IEEE Trans. Inf. Technol. Biomed. 14 (4) (2010)
Octavian Soldea, Ahmet Ekin, Diana F. Soldea, Devrim Ünay, Müjdat Çetin, Aytül Erçil, Mustafa Gökhan Uzunbas, Zeynep Firat, Mutlu Cihangiroglu
Segmentation of Anatomical Structures in Brain MR Images Using Atlases in FSL - A Quantitative Approach. ICPR (2010)
Devrim Ünay, Octavian Soldea, Ahmet Ekin, Müjdat Çetin, Aytül Erçil
Automatic Annotation of X-Ray Images: A Study on Attribute Selection. MCBR-CDS (2009)
Ceyhun Burak Akgül, Devrim Ünay, Ahmet Ekin
Automated diagnosis of Alzheimer's disease using image similarity and user feedback. CIVR (2009)
Mustafa Gökhan Uzunbas, Octavian Soldea, Müjdat Çetin, Gözde B. Ünal, Aytül Erçil, Devrim Ünay, Ahmet Ekin, Zeynep Firat
Multi-object segmentation using coupled nonparametric shape and relative pose priors. Computational Imaging (2009)
M. Gökhan Uzunbas, Octavian Soldea, Müjdat Çetin, Gozde B. Unal, Aytül Erçil, Devrim Ünay, Ahmet Ekin, Zeynep Firat
Volumetric Segmentation of Multiple Basal Ganglia Structures using Nonparametric Coupled shape and Inter-Shape Pose Priors. ISBI (2009)
Vincent Jeanne, Devrim Ünay, Vincent Jacquet
Automatic detection of body parts in x-ray images. CVPR Workshops (2009)
Devrim Ünay, Octavian Soldea, Süreyya Özögür-Akyüz, Müjdat Çetin, Aytül Erçil
Automated X-Ray Image Annotation - Single versus Ensemble of Support Vector Machines. CLEF (2) (2009)
Jingnan Wang, Gerard de Haan, Devrim Ünay, Octavian Soldea, Ahmet Ekin
Voxel-based discriminant map classification on brain ventricles for Alzheimer's disease. Medical Imaging: Image Processing (2009)
Devrim Ünay, Octavian Soldea, Süreyya Özögür-Akyüz, Müjdat Çetin, Aytül Erçil
Medical Image Retrieval and Automatic Annotation: VPA-SABANCI at ImageCLEF 2009. CLEF (Working Notes) (2009)
Devrim Ünay, Ahmet Ekin, Radu S. Jasinschi
Medical image search and retrieval using local binary patterns and KLT feature points. ICIP (2008)
Devrim Ünay, Ahmet Ekin
Intensity versus texture for medical image search and retrival. ISBI (2008)
Devrim Ünay, Bernard Gosselin
Thresholding-based segmentation and apple grading by machine vision. EUSIPCO (2005)
Devrim Ünay, Bernard Gosselin
Artificial neural network-based segmentation and apple grading by machine vision. ICIP (2) (2005)
Devrim Ünay, Bernard Gosselin
Stem-End/Calyx Detection in Apple Fruits - Comparison of Feature Selection Methods and Classifiers. ICCVG (2004)