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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Deep learning for rectal spacer stratification in prostate boost radiotherapy
ESTRO 2020 European Society for Therapeutic Radiology and Oncology Meeting, Viyana/AVUSTURYA, 28 Kasım 2020
THOMAS CHRİSTOPHER, DREGELY ISABEL, ÖKSÜZ İLKAY, RBANO TERESA GUERRERO U, GREENER ANTONY, KİNG ANDREW P., BARRİNGTON SALLY
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Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, Vol. 11070, No. null, 16 Eylül 2018, s. 250-258
ÖKSÜZ İLKAY,RUİJSİNK BRAM,PUYOL-ANTON ESTHER,BUSTİN AURELİEN,CRUZ GASTAO,PRİETO CLAUDİA,RUECKERT DANİEL,SCHNABEL JULİA A.,KİNG ANDREW P.
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High-quality segmentation of low quality cardiac MR images using k-space artefact correction
MIDL 2019 - Medical Imaging with Deep Learning, Londra/İNGİLTERE, 8 Temmuz 2019
ÖKSÜZ İLKAY, CLOUGH JAMES R., BAİ WENJİA, RUİJSİNK BRAM, PUYOL-ANTON ESTHER, CRUZ GASTAO, PRİETO CLAUDİA, KİNG ANDREW P., SCHNABEL JULİA A.
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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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Disease detection on the leaves of the tomato plants by using deep learning
Agro-Geoinformatics, 2017, Fairfax/AMERİKA BİRLEŞİK DEVLETLERİ, 7 Ağustos 2017, s. 1-1
DURMUŞ HALİL,GÜNEŞ ECE OLCAY,KIRCI MÜRVET
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Order dispatching for an ultra-fast delivery service via deep reinforcement learning
Applied Intelligence, Ocak 2021, ISSN: 0924-669X
KAVUK ERAY MERT, TOSUN AYŞE, ÇEVİK MÜCAHİT, BOZANTA AYSUN, SONUÇ SİBEL BİLGE, TÜTÜNCÜ MEHMETCAN, KOŞUCU BİLGİN, BENER AYŞE
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Wide Area Measurement Based Online Monitoring and Event Detection Using Convolutional Neural Networks
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), 25 Nisan 2019, s. 223
KESİCİ MERT,SANER CAN BERK,MAHDİ MOHAMMED,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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Human Action Recognition Using Deep Learning Methods on Limited Sensory Data
IEEE Sensors Journal, Vol. 20, No. 6, Mart 2020, s. 3101-3112, ISSN: 1530-437X
TÜFEK NİLAY,YALÇIN MURAT,ALTINTAŞ MÜCAHİT,KALAOĞLU FATMA,Yİ Lİ,KURŞUN BAHADIR SENEM
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Vibration control of a pier pile using deep learning LSTM network
The Second International Conference on Applied Mathematics in Engineering (ICAME 2021), Balıkesir/TÜRKİYE, 1 Eylül 2021
BAYINDIR CİHAN, NAMLI BARIŞ
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Analysis of Ophthalmic Disorders on Retinal Vessels Using Deep Learning Segmentation Methods
The Fourth International Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA 2016), 2 Kasım 2016
ARIBAŞ ERKE,DAĞLARLI EVREN
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Sales Prediction with the Deep Learning Technique: A Case Study of Fast Food Sector
19th INTERNATIONAL SYMPOSIUM ON ECONOMETRICS, OPERATIONS RESEARCH AND STATISTICS, 17 Ekim 2018
ÖNER MAHİR,ÜSTÜNDAĞ ALP,GÜLOĞLU BÜLENT,GÜVEN MURAT
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Modulation Classification with Deep Learning
15th International Conference ETAI 2021, Üsküp/MAKEDONYA, Vol. 2, No. 1, 23 Eylül 2021, s. 263-269, ISSN: 2245-4889
BALSÜZEN SELÇUK, KARTAL MESUT
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Offloading Deep Learning Empowered Image Segmentation from UAV to Edge Server
In 2021 44th International Conference on Telecommunications and Signal Processing (TSP), 26 Temmuz 2021
İLHAN HÜSEYİN ENES, ÖZER SEDAT, KARABULUT KURT GÜNEŞ, ÇIRPAN HAKAN ALİ
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Automated segmentation of cell membranes to evaluate HER2 status in whole slide images using a modified deep learning network
Computers in Biology and Medicine, Vol. 110, Temmuz 2019, s. 164-174, ISSN: 0010-4825
KHAMENEH FARİBA DAMBAND,RAZAVİ SALAR,KAMAŞAK MUSTAFA ERSEL
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Improved cell segmentation using deep learning in label-free optical microscopy images
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, Vol. 29, Ekim 2021, s. 2855-2868, ISSN: 1300-0632
AYANZADEH AYDIN, YALÇIN ÖZUYSAL ÖZDEN, PESEN OKVUR DEVRİM, ÖNAL SEVGİ, TÖREYİN BEHÇET UĞUR, ÜNAY DEVRİM
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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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3D Object Detection from Mobile LIDAR Point Cloud with Deep Learning
The 42nd Asian Conference on Remote Sensing, Can Tho city/VİETNAM, 22 Aralık 2021
ATİK MUHAMMED ENES, DURAN ZAİDE
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Cell segmentation of 2d phase-contrast microscopy images with deep learning method
Medical Technologies National Conference (TIPTEKNO), 3 Ekim 2019
TÖREYİN BEHÇET UĞUR, PESEN OKVUR DEVRİM, ÜNAY DEVRİM, YALÇIN ÖZUYSAL ÖZDEN, AYANZADEH AYDIN, ÖNAL SEVGİ, YAĞAR ONUR, YAĞAR ONUR
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Deep Learning based Segmentation Pipeline for Label-Free Phase-Contrast Microscopy Images
2020 28th Signal Processing and Communications Applications Conference (SIU), 5 Ekim 2020
AYANZADEH AYDIN, PESEN OKVUR DEVRİM, ÜNAY DEVRİM, YALÇIN ÖZUYSAL ÖZDEN, TÖREYİN BEHÇET UĞUR, ÖNAL SEVGİ
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