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Devrim Ünay
Person information
- affiliation: İzmir University of Economics, Faculty of Engineering and Computer Sciences
- affiliation: Bahçeşehir University, Faculty of Engineering and Natural Sciences
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2020 – today
- 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) - [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
- [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) - [i4]Kenan Morani, Devrim Ünay:
Deep Learning Based Automated COVID-19 Classification from Computed Tomography Images. CoRR abs/2111.11191 (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) - [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 - [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)
2010 – 2019
- 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 - [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) - 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) - [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
- [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) - [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 - [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) - 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) - [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
- [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) - [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
- [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) - [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
- [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) - [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
- [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) - [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
- [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) - [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 - [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]
2000 – 2009
- 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
Coauthor Index
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last updated on 2024-08-23 18:31 CEST by the dblp team
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