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ORCIDDevrim Ünay
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- affiliation: İzmir University of Economics, Faculty of Engineering and Computer Sciences
- affiliation: Bahçeşehir University, Faculty of Engineering and Natural Sciences
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Journal Articles
- 2024
[j18]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: 106514 (2024)- [j17]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: 1-9 (2024) - 2023
- [j16]Kenan Morani, Devrim Ünay:
Deep learning-based automated COVID-19 classification from computed tomography images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(6): 2145-2160 (2023) - 2022
- [j15]Devrim Ünay:
Deep learning based automatic grading of bi-colored apples using multispectral images. Multim. Tools Appl. 81(27): 38237-38252 (2022) - [j14]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): 1398-1405 (2022) - 2021
- [j13]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): 2855-2868 (2021) - 2020
- [j12]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): 100040 (2020) - 2018
- [j11]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: 40154-40164 (2018) - 2017
- [j10]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): 5312-5323 (2017) - [j9]Henning Müller, Devrim Ünay:
Retrieval From and Understanding of Large-Scale Multi-modal Medical Datasets: A Review. IEEE Trans. Multim. 19(9): 2093-2104 (2017) - 2015
- [j8]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: 149-164 (2015) - 2014
- [j7]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): 1217-1232 (2014) - 2013
- [j6]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 Floréz-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): 859-876 (2013) - [j5]Mert Kaya, Devrim Ünay:
DressBoard: An Embedded Virtual Try-On System for Ties and Bowties. J. Signal Process. Syst. 73(2): 143-152 (2013) - 2012
- [j4]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): 464-473 (2012) - 2011
- [j3]Süreyya Özögür-Akyüz, Devrim Ünay, Alexander J. Smola:
Guest editorial: model selection and optimization in machine learning. Mach. Learn. 85(1-2): 1-2 (2011) - 2010
- [j2]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): 897-903 (2010) - [j1]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): 1959-1978 (2010)
Conference and Workshop Papers
- 2020
- [c46]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: 1-4 - 2019
- [c45]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-Photon Microscopy Images. ISBI 2019: 204-207 - [c44]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: 1-6 - [c43]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: 1286-1291 - [c42]Umut Avci, Gamze Akkurt, Devrim Ünay:
A Pattern Mining Approach in Feature Extraction for Emotion Recognition from Speech. SPECOM 2019: 54-63 - 2018
- [c41]Ahmet Ekin, Devrim Ünay:
Blockchain applications in healthcare. SIU 2018: 1-4 - [c40]Devrim Ünay, Stefan G. Stanciu:
Robustness of sift feature descriptors to imaging parameters in laser scanning microscopy. SIU 2018: 1-4 - 2017
- [c39]Naeimeh Atabakilachini, Ertunc Erdil, Ali Ozgur Argunsah, Lavdie Rada, Devrim Ünay, Müjdat Çetin:
Coupled shape priors for dynamic segmentation of dendritic spines. SIU 2017: 1-4 - [c38]Erdem Bocugoz, Ertunc Erdil, Ali Ozgur Argunsah, Devrim Ünay, Müjdat Çetin:
3B dendritic spine segmentation using nonparametric shape priors. SIU 2017: 1-4 - 2016
- [c37]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: 256-273 - [c36]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: 339-342 - [c35]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: 343-346 - [c34]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: 347-350 - [c33]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: 1177-1180 - 2015
- [c32]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: 797-800 - [c31]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: 939-942 - [c30]Bike Kilic, Lavdie Rada, Ertunc Erdil, Ali Ozgur Argunsah, Müjdat Çetin, Devrim Ünay:
Automated dendritic spine tracking on 2-photon microscopic images. SIU 2015: 1873-1876 - 2014
- [c29]Kemal Egemen Ozden, Devrim Ünay, Huseyin Inan, Bahtiyar Kaba, Ovgu Ozturk Ergun:
Intelligent Interactive Applications for Museum Visits. EuroMed 2014: 555-563 - [c28]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: 26-30 - [c27]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: 518-521 - [c26]Fehmi Volkan Ozdemir, Anil Fettahoglu, Devrim Ünay:
Content and context based similarity for disease diagnosis. SIU 2014: 1446-1449 - 2013
- [c25]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: 1-4 - [c24]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: 1-4 - [c23]Tugberk Kocatekin, Devrim Ünay:
Text mining in radiology reports. SIU 2013: 1-4 - [c22]Ilkay Öksüz, Devrim Ünay, Kamuran Kadipasaoglu:
Region growing on frangi vesselness values in 3-D CTA data. SIU 2013: 1-4 - [c21]Devrim Ünay, Ibrahim Harmankaya, Ilkay Öksüz, Kamuran Kadipasaoglu, Rahmi Cubuk, Levent Çelik:
Automated aortic supravalvular sinus detection in conventional computed tomography image. SIU 2013: 1-4 - [c20]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: 1-4 - 2012
- [c19]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: 167-171 - [c18]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: 1-4 - 2011
- [c17]Devrim Ünay, Ahmet Ekin:
Dementia diagnosis using similar and dissimilar retrieval items. ISBI 2011: 1889-1892 - [c16]Yu Cao, Jayashree Kalpathy-Cramer, Devrim Ünay:
Medical multimedia analysis and retrieval. ACM Multimedia 2011: 617-618 - 2010
- [c15]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: 2592-2595 - [c14]Devrim Ünay:
Augmenting clinical observations with visual features from longitudinal MRI data for improved dementia diagnosis. Multimedia Information Retrieval 2010: 193-200 - 2009
- [c13]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: 72460 - [c12]Ceyhun Burak Akgül, Devrim Ünay, Ahmet Ekin:
Automated diagnosis of Alzheimer's disease using image similarity and user feedback. CIVR 2009 - [c11]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: 247-254 - [c10]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 - [c9]Vincent Jeanne, Devrim Ünay, Vincent Jacquet:
Automatic detection of body parts in x-ray images. CVPR Workshops 2009: 25-30 - [c8]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: 29-32 - [c7]Devrim Ünay, Octavian Soldea, Ahmet Ekin, Müjdat Çetin, Aytül Erçil:
Automatic Annotation of X-Ray Images: A Study on Attribute Selection. MCBR-CDS 2009: 97-109 - [c6]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: 72591W - 2008
- [c5]Devrim Ünay, Ahmet Ekin, Radu S. Jasinschi:
Medical image search and retrieval using local binary patterns and KLT feature points. ICIP 2008: 997-1000 - [c4]Devrim Ünay, Ahmet Ekin:
Intensity versus texture for medical image search and retrival. ISBI 2008: 241-244 - 2005
- [c3]Devrim Ünay, Bernard Gosselin:
Thresholding-based segmentation and apple grading by machine vision. EUSIPCO 2005: 1-4 - [c2]Devrim Ünay, Bernard Gosselin:
Artificial neural network-based segmentation and apple grading by machine vision. ICIP (2) 2005: 630-633 - 2004
- [c1]Devrim Ünay, Bernard Gosselin:
Stem-End/Calyx Detection in Apple Fruits - Comparison of Feature Selection Methods and Classifiers. ICCVG 2004: 420-425
Editorship
- 2010
- [e1]Devrim Ünay, Zehra Çataltepe, Selim Aksoy:
Recognizing Patterns in Signals, Speech, Images and Videos - ICPR 2010 Contests, Istanbul, Turkey, August 23-26, 2010, Contest Reports. Lecture Notes in Computer Science 6388, Springer 2010, ISBN 978-3-642-17710-1 [contents]
Informal and Other Publications
- 2022
- [i5]Kenan Morani, Muhammet Fatih Balikci, Tayfun Yigit Altuntas, Devrim Ünay:
Covid-19 Detection Using Transfer Learning Approach from Computed Temography Images. CoRR abs/2207.00259 (2022) - 2021
- [i4]Kenan Morani, Devrim Ünay:
Deep Learning Based Automated COVID-19 Classification from Computed Tomography Images. CoRR abs/2111.11191 (2021) - 2020
- [i3]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 abs/2012.01241 (2020) - 2019
- [i2]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 abs/1901.02513 (2019) - 2016
- [i1]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 abs/1607.05523 (2016)
Coauthor Index
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last updated on 2024-10-07 21:17 CEST by the dblp team
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