A Convolutional Neural Network Model for Prediction of ICU Performance Metrics: Time Series and Image Transformation Approaches
Cognitive Computing for Healthcare, 16th International Joint Conference on Biomedical Engineering Systems and Technologies, Vol. 5, 16 Şubat 2023, s. 671-679
KARAHAN ÖMER KAAN, ULUKUŞ MEHMET YASİN, EROĞLU ERDEM ÇİĞDEM
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Integrating Convolutional Neural Network and Multiresolution Segmentation for Land Cover and Land Use Mapping Using Satellite Imagery
APPLIED SCIENCES-BASEL, Vol. 11, No. 12, Haziran 2021, s. 587-589, ISSN: 2076-3417
ATİK ŞAZİYE ÖZGE, İPBÜKER CENGİZHAN
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X-Ray Chest Image Classification by A Small-Sized Convolutional Neural Network
2019 SCIENTIFIC MEETING ON ELECTRICAL-ELECTRONICS & BIOMEDICAL ENGINEERING AND COMPUTER SCIENCE (EBBT), İSTANBUL/TÜRKİYE, 24 Nisan 2019
KESİM EGE, DOKUR ZÜMRAY, ÖLMEZ TAMER
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CNN-Based Deep Learning Architecture for Electromagnetic Imaging of Rough Surface Profiles
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, Vol. 70, No. 10, Ocak 2022, s. 12, ISSN: 0018-926X
AYDIN İZDE, BUDAK GÜVEN, SEFER AHMET, YAPAR ALİ
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Deep-learning-based crack detection with applications for the structural health monitoring of gas turbines
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, Vol. 19, No. 5, Ocak 2020, ISSN: 1475-9217
KHANİ MAHTAB MOHTASHAM, VAHİDNİA SAHAND, GHASEMZADEH LEİLA, YUVALAKLİOGLU MUSTAFA, OZTURK EREN, AKIN SELİM, ÜRE NAZIM KEMAL
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Brain tumor classification by using a novel convolutional neural network structure
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, Vol. 32, No. 5, Haziran 2022, s. 1646-1660, ISSN: 0899-9457
POLAT ÖZLEM, DOKUR ZÜMRAY, ÖLMEZ TAMER
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A joint convolutional-recurrent neural network with an attention mechanism for detecting intracranial hemorrhage on noncontrast head CT
SCIENTIFIC REPORTS, Vol. 12, No. 1, Ocak 2022, s. 9, ISSN: 2045-2322
ALİŞ DENİZ CAN, ALİŞ CEREN, YERGİN MERT, TOPEL ÇAĞDAŞ, ASMAKUTLU OSMAN, BAĞCILAR ÖMER, SENLİ YESEREN DENİZ, ÜSTÜNDAĞ AHMET, SALT VEFA, NACAR DOĞAN SEBAHAT, VELİOĞLU MURAT, SELÇUK HAKAN HATEM, KARA BATUHAN, ÖZER CANER, ÖKSÜZ İLKAY, KIZILKILIÇ OSMAN, KARAARSLAN ERCAN
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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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Determination of Pneumonia in X-ray Chest Images by Using Convolutional Neural Network
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, Vol. 29, No. 3, Ocak 2021, s. 1615-1627, ISSN: 1300-0632
POLAT ÖZLEM, ÖLMEZ ZÜMRAY, ÖLMEZ TAMER
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Classification of motor imagery electroencephalogram signals by using a divergence based convolutional neural network
Applied Soft Computing, Vol. 113, No. 107881, Eylül 2021, s. 1-20, ISSN: 1568-4946
DOKUR ZÜMRAY, ÖLMEZ TAMER
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Determination of Pneumonia in X-ray Chest Images by Using Convolutional Neural Network
TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES, Vol. 29, No. 3, Mayıs 2021, s. 1615-1627, ISSN: 1303-6203
POLAT ÖZLEM, DOKUR ZÜMRAY, ÖLMEZ TAMER
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X-Ray Chest Image Classification by A Small-Sized Convolutional Neural Network
2019 Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT), Istanbul/TÜRKİYE, 24 Nisan 2019
KESİM EGE,ÖLMEZ ZÜMRAY,ÖLMEZ TAMER
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DermoNet: Densely Linked Convolutional Neural Network for Efficient Skin Lesion Segmentation
EURASIP Journal on Image and Video Processing, Temmuz 2019, ISSN: 1687-5176
BAGHERSALİMİ SALEH,BOZORGTABAR BEHZAD,SCHMİD SAUGEON PHİLİPPE,EKENEL HAZIM KEMAL,THİRAN JEAN PHİLİPPE
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