Explainable Artificial Intelligence (xAI) Approaches and Deep Meta-Learning Models Advances and Applications in Deep Learning
2020, Intech Open
DAĞLARLI EVREN
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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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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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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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Ship Detection From Optical Satellite Images With Deep Learning
2019 9TH INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN SPACE TECHNOLOGIES (RAST), No. null, 11 Haziran 2019, s. 479-484
KARTAL MESUT,DUMAN OSMAN
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Deep Learning Models for Physiological Data Classification of Children During Computerized Auditory Tests: Deep Learning-Based Emotion Recognition in Child-Computer Interaction
2022, IGI Global
EROL BARKANA DUYGUN, KAŞIKÇI ITIR, KÖSE HATİCE, GÜMÜŞLÜ ELİF, YILAR SELMA
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Deep Reinforcement Learning-based Cooperative Survivability Maximization for a UAV Fleet on an Air-to-Ground Mission
Havacılık ve Uzay Teknolojileri Dergisi, Vol. 15, No. 2, Temmuz 2022, ISSN: 1304-0448
BAŞPINAR BARIŞ
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Deep learning for assessing image quality in bi-parametric prostate MRI: A feasibility study
EUROPEAN JOURNAL OF RADIOLOGY, Vol. 165, Ocak 2023, s. 7, ISSN: 0720-048X
ALİŞ DENİZ CAN, KARTAL MUSTAFA SAİD, GÜRÖZ BATUHAN, BAŞAR YELİZ, ARSLAN AYDAN, ŞİROLU SABRİ, KURTCAN SERPİL, DENİZOĞLU NURPER, TÜZÜN ÜMİT, YILDIRIM DÜZGÜN, ÖKSÜZ İLKAY, KARAARSLAN ERCAN
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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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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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Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia
SENSORS, Vol. 22, No. 17, Ocak 2022, ISSN: 1424-8220
YILDIZ ALTINTAŞ GÜLŞAH, YAŞAR HALİM, USLU İBRAHİM ENES, DEMİREL YUSUF, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, AKDUMAN İBRAHİM
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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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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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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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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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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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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 new distributed anomaly detection approach for log IDS management based on deep learning
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, Vol. 29, No. 5, Ocak 2021, s. 2486-2501, ISSN: 1300-0632
ZAİM ABDÜL HALİM, AYDIN MUHAMMED ALİ, SERTBAŞ AHMET
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Integration of Optical Coherence Tomography Images and Real-Life Clinical Data for Deep Learning Modeling: A Unified Approach in Prognostication of Diabetic Macular Edema
JOURNAL OF BIOPHOTONICS, Vol. 8, No. 3, Mart 2025, s. 1-8, ISSN: 1864-063X
ATİK MUHAMMED ENES,KOÇAK İBRAHİM,SAYIN NİHAT,BAYRAMOĞLU SADIK ETKA,ÖZYİĞİT AHMET
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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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