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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Prediction of voxelwise mandibular osteoradionecrosis maps in HNC patients using deep learning
European Society for Radiotherapy & Oncology Conference ESTRO 2019, Milan/İTALYA, 26 Nisan 2019
HUMBERT-VİDAN LAİA, ÖKSÜZ İLKAY, PATEL VİNOD, ADJOGATSE DELALİ, KİNG ANDREW P., RBANO TERESA GUERRERO U
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Fully Automated, Quality-Controlled Cardiac Analysis From CMR Validation and Large-Scale Application to Characterize Cardiac Function
JACC-CARDIOVASCULAR IMAGING, Vol. 13, No. 3, Mart 2020, s. 684-695, ISSN: 1936-878X
RUİJSİNK BRAM,PUYOL-ANTON ESTHER,ÖKSÜZ İLKAY,SİNCLAİR MATTHEW,BAİ WENJİA,SCHNABEL JULİA A.,RAZAVİ REZA,KİNG ANDREW P.
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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, Eylül 2021, ISSN: 1939-3539
CLOUGH JAMES R., BYRNE NİCHOLAS, ÖKSÜZ İLKAY, ZİMMER VERONİKA A., SCHNABEL JULİA A., KİNG ANDREW P.
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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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Anatomically guided self-adapting deep neural network for clinically significant prostate cancer detection on bi-parametric MRI: a multi-center study
INSIGHTS INTO IMAGING, Vol. 14, No. 1, Ocak 2023, s. 11, ISSN: 1869-4101
KARAGÖZ AHMET, ALİŞ DENİZ CAN, ŞEKER MUSTAFA EGE, ZEYBEL GÖKBERK, YERGİN MERT, ÖKSÜZ İLKAY, KARAARSLAN ERCAN
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Shifted Windows Transformers for Medical Image Quality Assessment
International Workshop on Machine Learning in Medical Imaging 2022, Singapur/SİNGAPUR, 18 Eylül 2022
ÖZER CANER, GÜLER ARDA, TÜRKVATAN CANSEVER AYSEL, ALİŞ DENİZ CAN, KARAARSLAN ERCAN, ÖKSÜZ İLKAY
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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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Sampling CAD models via an extended teaching–learning-based optimization technique
COMPUTER-AIDED DESIGN, Vol. 100, Mart 2018, s. 52-67, ISSN: 0010-4485
KHAN SHAHROZ,GÜNPINAR ERKAN
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Predictive Quality Defect Detection Using Machine Learning Algorithms: A Case Study from Automobile Industry
International Conference on Intelligent and Fuzzy Systems INFUS 2021:, 24 Ağustos 2021, s. 263-270
YORULMUŞ MUHAMMED HAKAN, BOLAT HÜR BERSAM, BAHADIR MEHMET ÇAĞATAY
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The Effects of Interaction And Learning Styles On Children’s Experiences In Exhibition Spaces
A Z ITU Journal of the Faculty of Architecture, Vol. 16, No. 3, Kasım 2019, s. 103-114, ISSN: 2564-7474
GARİP SENİYE BANU,GÖKÇE EVREN
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A multi-perspective input selection strategy for daily net ecosystem exchange predictions based on machine learning methods
THEORETICAL AND APPLIED CLIMATOLOGY, Vol. 151, Ocak 2023, s. 18, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYÜP ENSAR, ALTINBAŞ NİLCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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Determining the water level fluctuations of Lake Van through the integrated machine learning methods
Inderscience Publishers, Vol. 27, Ocak 2022, ISSN: 1758-2083
SERENCAM UĞUR, EKMEKCİOĞLU ÖMER, BAŞAKIN EYÜP ENSAR, ÖZGER MEHMET
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Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform
Elsevier BV, Vol. 128, Aralık 2022, ISSN: 0262-8856
GÜRPINAR CEMAL, TAKIR ŞEYMA, BİÇER ERHAN, ULUER PINAR, ARICA NAFİZ, KÖSE HATİCE
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Mapping of Glaciers on Horseshoe Island, Antarctic Peninsula, with Deep Learning Based on High-Resolution Orthophoto
DRONES, Vol. 7, No. 2, Ocak 2023, s. 1-11, ISSN: 2504-446X
SELBESOĞLU MAHMUT OĞUZ, BAKIRMAN TOLGA, VASSİLEV OLEG, ÖZSOY BURCU
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Effective Simulation Training in Maritime Education
21th International Conference on College Teaching and Learning, Jacksonville, Florida/AMERİKA BİRLEŞİK DEVLETLERİ, 19 Nisan 2010
SATIR TANZER,BAŞ MÜNİP,ERTAŞ ALAADDİN YILDIRAY,KUM SERDAR
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SplineLearner: Generative learning system of design constraints for models represented using B-spline surfaces
Elsevier BV, Vol. 51, Ocak 2022, s. 101478, ISSN: 1474-0346
TAŞMEKTEPLİGİL AHMET ALPER, GÜNPINAR ERKAN
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Learning yacht hull adjectives and their relationship with hull surface geometry using GMDH-type neural networks for human oriented smart design
OCEAN ENGINEERING, Vol. 145, Kasım 2017, s. 215-229, ISSN: 0029-8018
DOĞAN KEMAL MERT,GÜNPINAR ERKAN
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Low-cost VIS/NIR range hand-held and portable photospectrometer and evaluation of machine learning algorithms for classification performance
Engineering Science and Technology, an International Journal, Vol. 37, Aralık 2023, ISSN: 2215-0986
HEYDAROV SADDAM, AYDIN MUSA, YAPICI ALPARSLAN ÇAĞRI, TUNA SÜHA, ÖZTÜRK SADULLAH
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Machine Learning Applications of 4D Seismic in Carbonate: Case Study Offshore Abu Dhabi
ADIPEC, Abu Dhabi, UAE, October 2022., 12 Ekim 2022
MAHGOUB MOHAMED, BASHİR YASİR, BERY ANDY ANDERSON
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