Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation
IEEE TRANSACTIONS ON MEDICAL IMAGING, Vol. 39, No. 12, Aralık 2020, s. 4001-4010, ISSN: 0278-0062
ÖKSÜZ İLKAY,CLOUGH JAMES R.,RUİJSİNK BRAM,PUYOL-ANTON ESTHER,BUSTİN AURELİEN,CRUZ GASTAO,PRİETO CLAUDİA,KİNG ANDREW P.,SCHNABEL JULİA A.
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Deep feature transfer from deep learning models into machine learning algorithms to classify COVID-19 from chest X-ray images
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2021
OZAN GÜLDALİ
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Combining predictive base models using deep ensemble learning
JOURNAL OF INTELLIGENT AND FUZZY SYSTEMS, Vol. 39, No. 5, Ocak 2020, s. 6657-6668, ISSN: 1064-1246
ÖNER MAHİR, ÜSTÜNDAĞ ALP
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Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction
MACHINE LEARNING FOR MEDICAL IMAGE RECONSTRUCTION, MLMIR 2018, Vol. 11074, No. null, 16 Eylül 2018, s. 21-29
ÖKSÜZ İLKAY,CLOUGH JAMES R.,BUSTİN AURELİEN,CRUZ GASTAO,PRİETO CLAUDİA,BOTNAR RENE,RUECKERT DANİEL,SCHNABEL JULİA A.,KİNG ANDREW P.
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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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Deep learning frameworks to learn prediction and simulation focused control system models
Springer Science and Business Media LLC, Vol. 52, No. 1, Ocak 2022, ISSN: 0924-669X
TUNA TURCAN, BEKE AYKUT, KUMBASAR TUFAN
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An Efficient Ensemble Deep Learning Approach for Semantic Point Cloud Segmentation Based on 3D Geometric Features and Range Images
SENSORS, Vol. 22, No. 16, Ağustos 2022, s. 6210, ISSN: 1424-8220
ATİK MUHAMMED ENES, DURAN ZAİDE
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Microwave Dielectric Property Retrieval From Open-Ended Coaxial Probe Response With Deep Learning
IEEE ACCESS, Vol. 10, Ocak 2022, s. 12, ISSN: 2169-3536
AYDINALP CEMANUR, JOOF SULAYMAN, AKINCI MEHMET NURİ, AKDUMAN İBRAHİM, YILMAZ ABDOLSAHEB TUBA
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Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia
SENSORS, Vol. 22, No. 17, Kasım 2022, s. 15, ISSN: 1424-8220
AKDUMAN İBRAHİM, ALTINTAŞ GÜLŞAH, YAŞAR HALİMCAN, USLU İBRAHİM ENES, DEMİREL YUSUF, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA
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Predicting the ocean currents using deep learning
Journal of Applied and Engineering Mathematics, Vol. 13, No. 1, Ocak 2023, s. 373-385, ISSN: 2146-1147
BAYINDIR CİHAN
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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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Recovery of impenetrable rough surface profiles via CNN-based deep learning architecture
INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 43, Ocak 2022, s. 28, ISSN: 0143-1161
AYDIN İZDE, BUDAK GÜVEN, SEFER AHMET, YAPAR ALİ
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Utilization of artificial intelligence in minimally invasive right adrenalectomy: recognition of anatomical landmarks with deep learning
Acta Chirurgica Belgica, Vol. 124, No. 6, Aralık 2024, s. 7, ISSN: 0001-5458
ŞENGÜN BERKE,İŞCAN AHMET YALIN,YAZICI ZİYA ATA,SORMAZ İSMAİL CEM,AKSAKAL NİHAT,TUNCA FATİH,EKENEL HAZIM KEMAL,ŞENYÜREK YASEMİN
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Deep learning-based framework for real-time transient stability prediction under stealthy data integrity attacks
ELECTRIC POWER SYSTEMS RESEARCH, Vol. 221, Ocak 2023, s. 12, ISSN: 0378-7796
KESİCİ MERT, MOHAMMADPOURFARD MOSTAFA, AYGÜL KEMAL, GENÇ VEYSEL MURAT İSTEMİHAN
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Deep Learning-Based Meniscus Tear Detection From Accelerated MRI
IEEE ACCESS, Vol. 11, Ocak 2023, s. 15, ISSN: 2169-3536
HARMAN FATMA, SELVER MUSTAFA ALPER, BARIŞ MUSTAFA MAHMUT, CANTÜRK ALİ, ÖKSÜZ İLKAY
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A deep learning approach to analyse ship inspection reports via natural language processing integrated with artificial neural network
Journal of Marine Engineering & Technology, Mayıs 2024, ISSN: 2046-4177
BİÇEN SAMET,ÇELİK METİN
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Quantitative evaluation of Saliency-Based Explainable artificial intelligence (XAI) methods in Deep Learning-Based mammogram analysis
EUROPEAN JOURNAL OF RADIOLOGY, Vol. 173, Ocak 2024, s. 8, ISSN: 0720-048X
ÇEREKÇİ ESMA,ALİŞ DENİZ CAN,DENİZOĞLU NURPER,ÇAMURDAN ÖZDEN,ŞEKER MUSTAFA EGE,ÖZER CANER,HANSU MUHAMMED YUSUF,TANYEL TOYGAR,ÖKSÜZ İLKAY,KARAARSLAN ERCAN
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Quantitative evaluation of Saliency-Based Explainable artificial intelligence (XAI) methods in Deep Learning-Based mammogram analysis
EUROPEAN JOURNAL OF RADIOLOGY, Vol. 173, Ocak 2024, s. 8, ISSN: 0720-048X
ÇEREKÇİ ESMA,ALİŞ DENİZ CAN,DENİZOĞLU NURPER,ÇAMURDAN ÖZDEN,ŞEKER MUSTAFA EGE,ÖZER CANER,HANSU MUHAMMED YUSUF,TANYEL TOYGAR,ÖKSÜZ İLKAY,KARAARSLAN ERCAN
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Utilization of artificial intelligence in minimally invasive right adrenalectomy: recognition of anatomical landmarks with deep learning
Acta Chirurgica Belgica, Vol. 124, No. 6, Aralık 2024, s. 7, ISSN: 0001-5458
ŞENGÜN BERKE,İŞCAN AHMET YALIN,YAZICI ZİYA ATA,SORMAZ İSMAİL CEM,AKSAKAL NİHAT,TUNCA FATİH,EKENEL HAZIM KEMAL,ŞENYÜREK YASEMİN
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A Guideline for Complex Permittivity Retrieval of Tissue-Mimicking Phantoms From Open-Ended Coaxial Probe Response With Deep Learning
Institute of Electrical and Electronics Engineers (IEEE), Vol. 70, No. 11, Kasım 2022, ISSN: 0018-9480
JOOF SULAYMAN, AYDINALP CEMANUR, DİLMAN İSMAİL, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, AKDUMAN İBRAHİM, ÇAYÖREN MEHMET
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