A Design Of An Integrated Cloud-based Intrusion Detection System With Third Party Cloud Service
OPEN COMPUTER SCIENCE, Vol. 11, No. 1, Haziran 2021, s. 365-379, ISSN: 2299-1093
ZAİM ABDÜL HALİM, AKBULUT AKHAN, AYDIN MUHAMMED ALİ
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Evolving deep learning architectures for network intrusion detection using a double PSO metaheuristic
Computer Networks, Vol. 168, Şubat 2020, s. 107042, ISSN: 1389-1286
ELMASRY WİSAM,AKBULUT AKHAN,ZAİM ABDÜL HALİM
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Deep Learning Approaches for Predictive Masquerade Detection
Security and Communication Networks, Vol. 2018, Ağustos 2018, s. 1-24, ISSN: 1939-0114
ELMASRY WİSAM,AKBULUT AKHAN,ZAİM ABDÜL HALİM
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Channel Attention Networks for Robust MR Fingerprint Matching
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, Vol. 69, No. 4, Ocak 2022, s. 8, ISSN: 0018-9294
SOYAK REFİK, NAVRUZ EBRU, RSOY EDA ÖZGÜ E, CRUZ GASTAO, PRİETO CLAUDİA, KİNG ANDREW P., ÜNAY DEVRİM, ÖKSÜZ İLKAY
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Electricity Price Forecasting Using Recurrent Neural Networks
ENERGIES, Vol. 11, No. 5, Mayıs 2018, ISSN: 1996-1073
UĞURLU UMUT,ÖKSÜZ İLKAY,TAŞ OKTAY
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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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A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, Mart 2024, ISSN: 0018-9294
MACHADO INES,PUYOL-ANTON ESTHER,HAMMERNİK KERSTİN,CRUZ GASTAO,UĞURLU DEVRAN,OLAKOREDE IHSANE,ÖKSÜZ İLKAY,RUİJSİNK BRAM,CASTELO-BRANCO MİGUEL,YOUNG ALİSTAİR,PRİETO CLAUDİA,SCHNABEL JULİA A.,KİNG ANDREW P.
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Deep Learning Techniques for Improving Estimations of Key Parameters for Efficient Flight Planning
IEEE/AIAA 38th Digital Avionics Systems Conference (DASC), San Diego, CA/AMERİKA BİRLEŞİK DEVLETLERİ, 8 Eylül 2019, s. 1-8, ISSN: Electronic ISSN: 2155-7209, Print on Demand(PoD) ISSN: 2155-7195
UZUN MEVLÜT, DEMİREZEN MUSTAFA UMUT, KOYUNCU EMRE, İNALHAN GÖKHAN, LOPEZ JAVİER, VİLAPLANA MİGUEL
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Missile Evasion Maneuver Generation with Model-free Deep Reinforcement Learning
10th International Conference on Recent Advances in Air and Space Technologies (RAST), 7 Haziran 2023
ÖZBEK MURAT, KOYUNCU EMRE
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Soil Moisture Prediction from Remote Sensing Images Coupled with Climate, Soil Texture and Topography via Deep Learning
REMOTE SENSING, Vol. 14, No. 21, Kasım 2022, s. 24, ISSN: 2072-4292
ÇELİK MEHMET FURKAN, IŞIK MUSTAFA SERKAN, YÜZÜGÜLLÜ ONUR, FAJRAOUİ NOURA, ERTEN ESRA
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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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Block Attention and Switchable Normalization Based Deep Learning Framework for Segmentation of Retinal Vessels
IEEE ACCESS, Vol. 11, Ocak 2023, s. 12, ISSN: 2169-3536
DEARİ SABRİ, ULUKAYA SEZER, ÖKSÜZ İLKAY
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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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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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Inter-vendor performance of deep learning in segmenting acute ischemic lesions on diffusion-weighted imaging: a multicenter study
Scientific Reports, Vol. 11, Ocak 2021, ISSN: 2045-2322
ALİŞ DENİZ CAN, YERGİN MERT, ALİŞ CEREN, TOPEL ÇAĞDAŞ, ASMAKUTLU OSMAN, BAĞCILAR ÖMER, SENLİ YESEREN DENİZ, ÜSTÜNDAĞ AHMET, SALT VEFA, NACAR DOĞAN SEBAHAT, VELİOĞLU MURAT, SELÇUK HAKAN HATEM, ÖKSÜZ İLKAY, KIZILKILIÇ OSMAN, KARAARSLAN ERCAN
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Deep learning for rectal spacer stratification in prostate boost radiotherapy
European Society for Radiotherapy & Oncology Conference ESTRO 2020, Viyana/AVUSTURYA, 29 Kasım 2020
THOMAS CHRİSTOPHER, ÖKSÜZ İLKAY, KİNG ANDREW P., GUERRERO-URBANO TERESA, GREENER ANTONY, DREGELY ISABEL, BARRİNGTON SALLY
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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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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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Effect of synthetic CT on dose-derived toxicity predictors for MR-only prostate radiotherapy
BJR OPEN, Vol. 6, No. 1, Ocak 2024, s. 9, ISSN: 2513-9878
THOMAS CHRİSTOPHER,DREGELY ISABEL,ÖKSÜZ İLKAY,GUERRERO-URBANO TERESA,GREENER ANTONY,KİNG ANDREW P.,BARRİNGTON SALLY
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3D printing of an artificial intelligence-generated patient-specific coronary artery segmentation in a support bath
BIOMEDICAL MATERIALS, Vol. 19, No. 3, Ocak 2024, s. 14, ISSN: 1748-6041
SÖKMEN SERKAN,ÇAKMAK SONER,ÖKSÜZ İLKAY
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