Classification of brain tissues as lesion or healthy by 3D convolutional neural networks
2017 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey/TÜRKİYE, 15 Mayıs 2017
AYDOĞDU CEM YUSUF,ALBAY ENES,ÜNAL GÖZDE
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Restoring Fluorescence Microscopy Images by Transfer Learning From Tailored Data
IEEE ACCESS, Vol. 10, Ocak 2022, s. 18, ISSN: 2169-3536
DEMİRCAN TÜREYEN EZGİ, PATLAR AKBULUT FATMA, KAMAŞAK MUSTAFA ERSEL
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AUTOMATIC LEFT VENTRICULAR OUTFLOW TRACT CLASSIFICATION FOR ACCURATE CARDIAC MR PLANNING
2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018), No. null, 4 Nisan 2018, s. 462-465
ÖKSÜZ İLKAY,RUİJSİNK BRAM,PUYOL-ANTON ESTHER,SİNCLAİR MATTHEW,RUECKERT DANİEL,SCHNABEL JULİA A.,KİNG ANDREW P.
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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 convolutional neural networks oriented approach for voxel-based 3D object classification
2018 26th Signal Processing and Communications Applications Conference (SIU), Izmir, Turkey/TÜRKİYE, 2 Mayıs 2018
SIRMA RIDVAN,DİNAR BERKAN,ŞAHİN YUSUF HÜSEYİN,ÜNAL GÖZDE
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Multifidelity Prediction Framework with Convolutional Neural Networks Using High-Dimensional Data
American Institute of Aeronautics and Astronautics (AIAA) Journal of Aerospace Information Systems, Vol. 20, No. 5, Mayıs 2023, ISSN: 1940-3151
TEKASLAN HÜSEYİN EMRE, NİKBAY MELİKE
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A Transient Stability Prediction Method based on Multi-Channel Convolutional Neural Networks Using Time Series of PMU Measurements
11th INTERNATIONAL CONFERENCE onELECTRICAL and ELECTRONICS ENGINEERING, 28 Kasım 2019
MOARREF NAZANİN,JAFARZADEH SEVDA,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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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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A Transient Stability Prediction Method based on Multi-Channel Convolutional Neural Networks Using Time Series of PMU Measurements
11th INTERNATIONAL CONFERENCE onELECTRICAL and ELECTRONICS ENGINEERING, 28 Kasım 2019
MOARREF NAZANİN,JAFARZADEH SEVDA,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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Left-Ventricle Quantification Using Residual U-Net
International Workshop on Statistical Atlases and Computational Models of the Heart (STACOM) 2018, Vol. 11395, 16 Eylül 2018, s. 371, ISSN: 16113349 03029743
KERFOOT ERİC,CLOUGH JAMES R.,ÖKSÜZ İLKAY,LEE JACK,KİNG ANDREW P.,SCHNABEL JULİA A.
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Single-frame super resolution of remote-sensing images by convolutional neural networks
International Journal of Remote Sensing, Vol. 39, No. 8, Ocak 2018, s. 2463-2479, ISSN: 0143-1161
TUNA ÇAĞLAYAN,ÜNAL GÖZDE,SERTEL ELİF
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Detecting visual design principles in art and architecture through deep convolutional neural networks
Automation in Construction, Vol. 130, No. 103826, Ekim 2021, ISSN: 0926-5805
DEMİR GÖZDENUR, KANAN ASLI, YEŞİLKAYNAK VAHİT BUĞRA, ÜNAL GÖZDE
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Cross-dataset person re-identification using deep convolutional neural networks: effects of context and domain adaptation
MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 78, No. 5, Mart 2019, s. 5843-5861, ISSN: 1380-7501
GENÇ ANIL,EKENEL HAZIM KEMAL
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Turkish lira banknotes classification using deep convolutional neural networks
2018 26th Signal Processing and Communications Applications Conference (SIU), 2 Mayıs 2018
BAYKAL GÜLÇİN,DEMİR UĞUR,SHYTI IRA,ÜNAL GÖZDE
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Cost Sensitive Class-Weighting Approach for Transient Instability Prediction Using Convolutional Neural Networks
11th INTERNATIONAL CONFERENCE onELECTRICAL and ELECTRONICS ENGINEERING, 28 Kasım 2019
KESİCİ MERT,SANER CAN BERK,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, Vol. 27, No. 4, Ocak 2023, s. 11, ISSN: 2168-2194
ÇALIK NURULLAH, ALBAYRAK ABDÜLKADİR, AKHAN ASLI, TÜRKMEN İLKNUR, ÇAPAR ABDULKERİM, TÖREYİN BEHÇET UĞUR, BİLGİN GÖKHAN, MÜEZZİNOĞLU BAHAR, DURAK ATA LÜTFİYE
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Landing page component classification with convolutional neural networks for online advertising
2018 26th Signal Processing and Communications Applications Conference (SIU), 2 Mayıs 2018
AYHAN GÜLŞAH,ŞENEL ÇAĞLA,URAN ZEYNEP EDA,TÖREYİN BEHÇET UĞUR
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Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations
Knowledge-Based Systems, Vol. 137, Aralık 2017, s. 138-148, ISSN: 0950-7051
GÜNDÜZ HAKAN,YASLAN YUSUF,ÇATALTEPE ZEHRA
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Segmentation of precursor lesions in cervical cancer using convolutional neural networks
2017 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey/TÜRKİYE, 15 Mayıs 2017, s. 1-4
ALBAYRAK ABDÜLKADİR,AKHAN ASLI,ÇALIK NURULLAH,BİLGİN GÖKHAN,TÜRKMEN İLKNUR,ÇAKIR ASLI,ÇAPAR ABDULKERİM,TÖREYİN BEHÇET UĞUR,DURAK ATA LÜTFİYE
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Classification of pediatric snoring episodes using deep convolutional neural networks
2018 26th Signal Processing and Communications Applications Conference (SIU), 2 Mayıs 2018
CİVANER OZAN FIRAT,KAMAŞAK MUSTAFA ERSEL
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