Stem-End/Calyx Detection in Apple Fruits - Comparison of Feature Selection Methods and Classifiers. - Devrim Ünay; Bernard Gosselin (ICCVG, 2004)

Thresholding-based segmentation and apple grading by machine vision. - Devrim Ünay; Bernard Gosselin (EUSIPCO, 2005)

Artificial neural network-based segmentation and apple grading by machine vision. - Devrim Ünay; Bernard Gosselin (ICIP (2), 2005)

Medical image search and retrieval using local binary patterns and KLT feature points. - Devrim Ünay; Ahmet Ekin; Radu S. Jasinschi (ICIP, 2008)

Intensity versus texture for medical image search and retrival. - Devrim Ünay; Ahmet Ekin (ISBI, 2008)

Multi-object segmentation using coupled nonparametric shape and relative pose priors. - Mustafa Gökhan Uzunbas; Octavian Soldea; Müjdat Çetin; Gözde B. Ünal; Aytül Erçil; Devrim Ünay; Ahmet Ekin; Zeynep Firat (Computational Imaging, 2009)

Automated diagnosis of Alzheimer's disease using image similarity and user feedback. - Ceyhun Burak Akgül; Devrim Ünay; Ahmet Ekin (CIVR, 2009)

Automated X-Ray Image Annotation - Single versus Ensemble of Support Vector Machines. - Devrim Ünay; Octavian Soldea; Süreyya Özögür-Akyüz; Müjdat Çetin; Aytül Erçil (CLEF (2), 2009)

Medical Image Retrieval and Automatic Annotation: VPA-SABANCI at ImageCLEF 2009. - Devrim Ünay; Octavian Soldea; Süreyya Özögür-Akyüz; Müjdat Çetin; Aytül Erçil (CLEF (Working Notes), 2009)

Automatic detection of body parts in x-ray images. - Vincent Jeanne; Devrim Ünay; Vincent Jacquet (CVPR Workshops, 2009)

Volumetric Segmentation of Multiple Basal Ganglia Structures using Nonparametric Coupled shape and Inter-Shape Pose Priors. - M. Gökhan Uzunbas; Octavian Soldea; Müjdat Çetin; Gozde B. Unal; Aytül Erçil; Devrim Ünay; Ahmet Ekin; Zeynep Firat (ISBI, 2009)

Automatic Annotation of X-Ray Images: A Study on Attribute Selection. - Devrim Ünay; Octavian Soldea; Ahmet Ekin; Müjdat Çetin; Aytül Erçil (MCBR-CDS, 2009)

Voxel-based discriminant map classification on brain ventricles for Alzheimer's disease. - Jingnan Wang; Gerard de Haan; Devrim Ünay; Octavian Soldea; Ahmet Ekin (Image Processing, 2009)

Segmentation of Anatomical Structures in Brain MR Images Using Atlases in FSL - A Quantitative Approach. - Octavian Soldea; Ahmet Ekin; Diana F. Soldea; Devrim Ünay; Müjdat Çetin; Aytül Erçil; Mustafa Gökhan Uzunbas; Zeynep Firat; Mutlu Cihangiroglu (ICPR, 2010)

Augmenting clinical observations with visual features from longitudinal MRI data for improved dementia diagnosis. - Devrim Ünay (Multimedia Information Retrieval, 2010)

Local structure-based region-of-interest retrieval in brain MR images. - Devrim Ünay; Ahmet Ekin; Radu S. Jasinschi (IEEE Trans. Inf. Technol. Biomed., 2010)

Coupled Nonparametric Shape and Moment-Based Intershape Pose Priors for Multiple Basal Ganglia Structure Segmentation. - Mustafa Gökhan Uzunbas; Octavian Soldea; Devrim Ünay; Mert Cetin; Gözde B. Ünal; Aytül Erçil; Ahmet Ekin (IEEE Trans. Medical Imaging, 2010)

Dementia diagnosis using similar and dissimilar retrieval items. - Devrim Ünay; Ahmet Ekin (ISBI, 2011)

Medical multimedia analysis and retrieval. - Yu Cao 002; Jayashree Kalpathy-Cramer; Devrim Ünay (ACM Multimedia, 2011)

Guest editorial: model selection and optimization in machine learning. - Süreyya Özögür-Akyüz; Devrim Ünay; Alexander J. Smola (Mach. Learn., 2011)

A tool for automatic dendritic spine detection and analysis. Part I: Dendritic spine detection using multi-level region-based segmentation. - Ertunc Erdil; A. Murat Yagci; Ali Ozgur Argunsah; Y. Ramiro-Cortes; Anna Felicity Hobbiss; Inbal Israely; Devrim Ünay (IPTA, 2012)

Inter-hemispheric atrophy better correlates with expert ratings than hemispheric cortical atrophy. - Osman Baskaya; Melek Kandemir; M. Savas Tepe; M. Acar; Gözde B. Ünal; Z. Betül Yalçiner; Devrim Ünay (SIU, 2012)

Local and global volume changes of subcortical brain structures from longitudinally varying neuroimaging data for dementia identification. - Devrim Ünay (Comput. Medical Imaging Graph., 2012)

A watershed and active contours based method for dendritic spine segmentation in 2-photon microscopy images. - Ertunc Erdil; Ali Ozgur Argunsah; Devrim Ünay; Müjdat Çetin (SIU, 2013)

Concordance between computer-based neuroimaging findings and expert assessments in dementia grading. - Leonardo O. Iheme; Devrim Ünay; Osman Baskaya; Ahmet Sennaz; Melek Kandemir; Z. Betül Yalçiner; M. Savas Tepe; Turgay Kahraman; Gözde B. Ünal (SIU, 2013)

Text mining in radiology reports. - Tugberk Kocatekin; Devrim Ünay (SIU, 2013)

Region growing on frangi vesselness values in 3-D CTA data. - Ilkay Öksüz; Devrim Ünay; Kamuran Kadipasaoglu (SIU, 2013)

Automated aortic supravalvular sinus detection in conventional computed tomography image. - Devrim Ünay; Ibrahim Harmankaya; Ilkay Öksüz; Kamuran Kadipasaoglu; Rahmi Cubuk; Levent Çelik (SIU, 2013)

Biomedical image time series registration with particle filtering. - A. Murat Yagci; Ertunc Erdil; Ali Ozgur Argunsah; Devrim Ünay; Müjdat Çetin; Lale Akarun; Fikret Gürgen (SIU, 2013)

Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. - 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; et al. (Medical Image Anal., 2013)

DressBoard: An Embedded Virtual Try-On System for Ties and Bowties. - Mert Kaya; Devrim Ünay (J. Signal Process. Syst., 2013)

Intelligent Interactive Applications for Museum Visits. - Kemal Egemen Ozden; Devrim Ünay; Huseyin Inan; Bahtiyar Kaba; Ovgu Ozturk Ergun (EuroMed, 2014)

Automatic dendritic spine detection using multiscale dot enhancement filters and SIFT features. - Lavdie Rada; Ertunc Erdil; Ali Ozgur Argunsah; Devrim Ünay; Müjdat Çetin (ICIP, 2014)

Comparison of cerebral atrophy grade with sizes of lateral ventricle and central sulci. - Gokhan Gokay; Melek Kandemir; M. Savas Tepe; Z. Betül Yalçiner; Devrim Ünay (SIU, 2014)

Content and context based similarity for disease diagnosis. - Fehmi Volkan Ozdemir; Anil Fettahoglu; Devrim Ünay (SIU, 2014)

Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study. - 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; et al. (Medical Image Anal., 2014)

A joint classification and segmentation approach for dendritic spine segmentation in 2-photon microscopy images. - Ertunc Erdil; Ali Ozgur Argunsah; Tolga Tasdizen; Devrim Ünay; Müjdat Çetin (ISBI, 2015)

Dendritic spine shape classification from two-photon microscopy images. - Muhammad Usman Ghani 002; Sumeyra Demir Kanik; Ali Ozgur Argunsah; Tolga Tasdizen; Devrim Ünay; Müjdat Çetin (SIU, 2015)

Automated dendritic spine tracking on 2-photon microscopic images. - Bike Kilic; Lavdie Rada; Ertunc Erdil; Ali Ozgur Argunsah; Müjdat Çetin; Devrim Ünay (SIU, 2015)

Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge. - David M. Cash; Chris Frost 001; Leonardo O. Iheme; Devrim Ünay; Melek Kandemir; Jurgen Fripp; Olivier Salvado; Pierrick Bourgeat; Martin Reuter 001; Bruce Fischl; Marco Lorenzi; Giovanni B. Frisoni; et al. (NeuroImage, 2015)

Dendritic Spine Shape Analysis: A Clustering Perspective. - Muhammad Usman Ghani 002; Ertunç Erdil; Sümeyra Demir Kanik; Ali Özgür Argunsah; Anna Felicity Hobbiss; Inbal Israely; Devrim Ünay; Tolga Tasdizen; Müjdat Çetin (ECCV Workshops (1), 2016)

Nonparametric joint shape and feature priors for segmentation of dendritic spines. - Ertunc Erdil; Lavdie Rada; Ali Ozgur Argunsah; Inbal Israely; Devrim Ünay; Tolga Tasdizen; Müjdat Çetin (ISBI, 2016)

On comparison of manifold learning techniques for dendritic spine classification. - Muhammad Usman Ghani 002; Ali Ozgur Argunsah; Inbal Israely; Devrim Ünay; Tolga Tasdizen; Müjdat Çetin (ISBI, 2016)

Dendritic spine shape analysis using disjunctive normal shape models. - Muhammad Usman Ghani 002; Fitsum Mesadi; Sumeyra Demir Kanik; Ali Ozgur Argunsah; Inbal Israely; Devrim Ünay; Tolga Tasdizen; Müjdat Çetin (ISBI, 2016)

Dendritic spine classification based on two-photon microscopic images using sparse representation. - Muhammad Usman Ghani 002; Sumeyra Demir Kanik; Ali Ozgur Argunsah; Inbal Israely; Devrim Ünay; Müjdat Çetin (SIU, 2016)

Coupled shape priors for dynamic segmentation of dendritic spines. - Naeimeh Atabakilachini; Ertunc Erdil; Ali Ozgur Argunsah; Lavdie Rada; Devrim Ünay; Müjdat Çetin (SIU, 2017)

3B dendritic spine segmentation using nonparametric shape priors. - Erdem Bocugoz; Ertunc Erdil; Ali Ozgur Argunsah; Devrim Ünay; Müjdat Çetin (SIU, 2017)

Nonparametric Joint Shape and Feature Priors for Image Segmentation. - Ertunc Erdil; Muhammad Usman Ghani 002; Lavdie Rada; Ali Ozgur Argunsah; Devrim Ünay; Tolga Tasdizen; Müjdat Çetin (IEEE Trans. Image Process., 2017)

Retrieval From and Understanding of Large-Scale Multi-modal Medical Datasets: A Review. - Henning Müller; Devrim Ünay (IEEE Trans. Multim., 2017)

Blockchain applications in healthcare. - Ahmet Ekin; Devrim Ünay (SIU, 2018)

Robustness of sift feature descriptors to imaging parameters in laser scanning microscopy. - Devrim Ünay; Stefan G. Stanciu (SIU, 2018)

An Evaluation on the Robustness of Five Popular Keypoint Descriptors to Image Modifications Specific to Laser Scanning Microscopy. - Devrim Ünay; Stefan G. Stanciu (IEEE Access, 2018)

Combining Nonparametric Spatial Context Priors With Nonparametric Shape Priors for Dendritic Spine Segmentation in 2-Photon Microscopy Images. - Ertunc Erdil; Ali Ozgur Argunsah; Tolga Tasdizen; Devrim Ünay; Müjdat Çetin (ISBI, 2019)

Classification of Patients with Bipolar Disorder and Their Healthy Siblings from Healthy Controls Using MRI. - Ozkan Cigdem; Erencan Horuz; Refik Soyak; Burhan Aydeniz; Aysu Sulucay; Kaya Oguz; Hasan Demirel; Omer Kitis; Cagdas Eker; Ali Saffet Gonul; Devrim Ünay (MeMeA, 2019)

The Performance of Local-Learning Based Clustering Feature Selection Method on the Diagnosis of Parkinson's Disease Using Structural MRI. - Ozkan Cigdem; Hasan Demirel; Devrim Ünay (SMC, 2019)

A Pattern Mining Approach in Feature Extraction for Emotion Recognition from Speech. - Umut Avci; Gamze Akkurt; Devrim Ünay (SPECOM, 2019)

Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-phoyon microscopy images. - Ertunc Erdil; Ali Ozgur Argunsah; Tolga Tasdizen; Devrim Ünay; Müjdat Çetin (CoRR, 2019)

Deep Learning based Segmentation Pipeline for Label-Free Phase-Contrast Microscopy Images. - Aydin Ayanzadeh; Özden Yalçin Özuysal; Devrim Pesen Okvur; Sevgi Önal; Behçet Ugur Töreyin; Devrim Ünay (SIU, 2020)

Channel Attention Networks for Robust MR Fingerprinting Matching. - Refik Soyak; Ebru Navruz; Eda Ozgu Ersoy; Gastão Cruz; Claudia Prieto; Andrew P. King; Devrim Ünay; Ilkay Öksüz (CoRR, 2020)

BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows. - 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; et al. (Patterns, 2020)

Improved cell segmentation using deep learning in label-free optical microscopy images. - Aydin Ayanzadeh; Özden Yalçin Özuysal; Devrim Pesen Okvur; Sevgi Önal; Behçet Ugur Töreyin; Devrim Ünay (Turkish J. Electr. Eng. Comput. Sci., 2021)

Covid-19 Detection Using Transfer Learning Approach from Computed Temography Images. - Kenan Morani; Muhammet Fatih Balikci; Tayfun Yigit Altuntas; Devrim Ünay (CoRR, 2022)

Channel Attention Networks for Robust MR Fingerprint Matching. - Refik Soyak; Ebru Navruz; Eda Ozgu Ersoy; Gastão Cruz; Claudia Prieto; Andrew P. King; Devrim Ünay; Ilkay Öksüz (IEEE Trans. Biomed. Eng., 2022)

Deep learning based automatic grading of bi-colored apples using multispectral images. - Devrim Ünay (Multim. Tools Appl., 2022)

Deep learning-based automated COVID-19 classification from computed tomography images. - Kenan Morani; Devrim Ünay (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Detecting COVID-19 in Computed Tomography Images: A Novel Approach Utilizing Segmentation with UNet Architecture, Lung Extraction, and CNN Classifier. - Kenan Morani; Esra Kaya Ayana; Dimitrios Kollias; Devrim Ünay (SAI (3), 2024)

Novel Neural Style Transfer based data synthesis method for phase-contrast wound healing assay images. - Yusuf Sait Erdem; Leonardo Obinna Iheme; Mahmut Uçar; Özden Yalçin Özuysal; Muhammed Balikçi; Kenan Morani; Behçet Ugur Töreyin; Devrim Ünay (Biomed. Signal Process. Control., 2024)

COVID-19 Detection from Computed Tomography Images Using Slice Processing Techniques and a Modified Xception Classifier. - Kenan Morani; Esra Kaya Ayana; Dimitrios Kollias; Devrim Ünay (Int. J. Biomed. Imaging, 2024)

Wound Healing Assay Dataset (WHAD) and Cell Adhesion and Motility Assay Dataset (CAMAD). - Leonardo Obinna Iheme; Sevgi Önal; Yusuf Erdem Erdem; Mahmut Uçar; Özden Yalçin Özuysal; Devrim Pesen Okvur; Behcet Ugur Töreyin; Devrim Ünay (IEEE DataPort, 2024)