Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation
IEEE TRANSACTIONS ON MEDICAL IMAGING, Vol. 39, No. 12, Aralık 2020, s. 4001-4010, ISSN: 0278-0062
ÖKSÜZ İLKAY,CLOUGH JAMES R.,RUİJSİNK BRAM,PUYOL-ANTON ESTHER,BUSTİN AURELİEN,CRUZ GASTAO,PRİETO CLAUDİA,KİNG ANDREW P.,SCHNABEL JULİA A.
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Unsupervised Myocardial Segmentation for Cardiac BOLD
IEEE TRANSACTIONS ON MEDICAL IMAGING, Vol. 36, No. 11, Kasım 2017, s. 2228-2238, ISSN: 0278-0062
ÖKSÜZ İLKAY,MUKHOPADHYAY ANİRBAN,DHARMAKUMAR ROHAN,TSAFTARİS SOTİRİOS A.
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A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, Vol. 44, No. 12, Aralık 2022, s. 13, ISSN: 0162-8828
CLOUGH JAMES R., BYRNE NİCHOLAS, ÖKSÜZ İLKAY, ZİMMER VERONİKA, SCHNABEL JULİA A., KİNG ANDREW P.
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Brain MRI Segmentation Using Fuzzy Clustering Algorithms
International Journal of Engineering Science and Application, IJESA, Vol. 5, No. 4, Aralık 2021, s. 112-118, ISSN: 2548-1185, 2587-2176
ÖZDEMİR GÜLCİHAN
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A Survey on Shape-Constraint Deep Learning for Medical Image Segmentation
IEEE REVIEWS IN BIOMEDICAL ENGINEERING, Vol. 16, Ocak 2023, s. 16, ISSN: 1937-3333
BOHLENDER SİMON, ÖKSÜZ İLKAY, MUKHOPADHYAY ANİRBAN
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Accurate CNN-based pupil segmentation with an ellipse fit error regularization term
Expert Systems with Applications, Vol. 188, Şubat 2022, ISSN: 0957-4174
AKINLAR CÜNEYT, KÜÇÜKKARTAL HATİCE KÜBRA, TOPAL CİHAN
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A deep learning approach for automatic detection, segmentation and classification of breast lesions from thermal images
Expert Systems with Applications, Vol. 212, No. 2023, Şubat 2023, s. 118774, ISSN: 0957-4174
ÇİVİLİBAL SONER, ÇEVİK KERİM KÜRŞAT, BOZKURT AHMET
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Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images
Remote Sensing, Vol. 14, No. 18, Eylül 2022, s. 20, ISSN: 2072-4292
SERTEL ELİF, EKİM BURAK, ETTEHADİ PARİA, KABADAYI MUSTAFA ERDEM
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An Efficient Ensemble Deep Learning Approach for Semantic Point Cloud Segmentation Based on 3D Geometric Features and Range Images
SENSORS, Vol. 22, No. 16, Ağustos 2022, s. 6210, ISSN: 1424-8220
ATİK MUHAMMED ENES, DURAN ZAİDE
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2D orthogonal lattice filter based image segmentation
IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7, No. null, 20 Eylül 2004, s. 3814-3817
AYKUT SZ,GÜRCAN R,ERER IŞIN
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SAR Image Segmentation Using 2D Four Channel Filter Bank with Lattice Structure
2008 IEEE RADAR CONFERENCE, VOLS. 1-4, No. null, 26 Mayıs 2008, s. 1708-1711
ERER IŞIN,KARTAL MESUT,KENT PINAR SEDEF
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Unsupervised Myocardial Segmentation for Cardiac MRI
MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION MICCAI 2015, Münih/ALMANYA, Vol. 9351, No. null, 5 Ekim 2015, s. 12-20
MUKHOPADHYAY ANİRBAN,ÖKSÜZ İLKAY,MARCO BEVİLACQUA,DHARMAKUMAR ROHAN,TSAFTARİS SOTİRİOS A.
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Accurate Myocardial Pathology Segmentation with Residual U-Net
Myocardial Pathology Segmentation Combining Multi-Sequence Cardiac Magnetic Resonance Images (MyoPS 2020), Lima/PERU, 4 Ekim 2020, ISSN: 0302-9743
ALTUNOK ELİF,ÖKSÜZ İLKAY
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Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology
INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2019, 2 Haziran 2019
CLOUGH JAMES R.,ÖKSÜZ İLKAY,BRYNE NİCHOLAS,SCHNABEL JULİA A.,KİNG ANDREW P.
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Joint myocardial registration and segmentation of cardiac BOLD MRI
International Workshop on Statistical Atlases and Computational Models of the Heart (STACOM) 2017, Vol. 10663, 10 Eylül 2017, s. 12, ISSN: 16113349 03029743
ÖKSÜZ İLKAY,DHARMAKUMAR ROHAN,TSAFTARİS SOTİRİOS A.
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Selection of Relevant Geometric Features Using Filter-Based Algorithms for Point Cloud Semantic Segmentation
Electronics, Vol. 11, Ekim 2022, ISSN: 2079-9292
ATİK MUHAMMED ENES, DURAN ZAİDE
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Selection of Relevant Geometric Features Using Filter-Based Algorithms for Point Cloud Semantic Segmentation
Electronics, Vol. 11, Ekim 2022, ISSN: 2079-9292
ATİK MUHAMMED ENES, DURAN ZAİDE
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Segmentation-Aware MRI Reconstruction
International Workshop on Machine Learning for Medical Image Reconstruction 2022, Singapur/SİNGAPUR, 22 Eylül 2022
ACAR MERT, ÇUKUR TOLGA, ÖKSÜZ İLKAY
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Effect of Loss Functions on Domain Adaptation in Semantic Segmentation
Signal Processing and Communication Application Conference (SİU 2021), 9 Mayıs 2021
SERDAR KİRMAN, GÜVEN HİLMİ, TOPAL CİHAN
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Hierarchical temporal video segmentation and content characterization
SPIE Multimedia Storage and Archiving Systems II Conference, 6 Ekim 1997
GÜNSEL BİLGE, FU YUE, TEKALP AHMET MURAT
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