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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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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Deep Learning Approaches in the Effects of Recession and FOMC Minutes on Oil Prices
IEEE Access, Vol. 13, Ocak 2025, s. 28946-28961, ISSN: 2169-3536
KARABAŞ AHMET,AYDIN NİZAMETTİN
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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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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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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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Branch and End Points Detection in Cerebral Vessels Images Using Deep Learning Object Detection Techniques
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, Ocak 2024, s. 12, ISSN: 1302-0900
KAYA SAMET,KİRAZ BERNA,ÇAMURCU ALİ YILMAZ
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Innovative deep learning approach for cross-crop plant disease detection: A generalized method for identifying unhealthy leaves
INFORMATION PROCESSING IN AGRICULTURE, Vol. 12, No. 1, Ocak 2025, s. 14, ISSN: 2214-3173
FAROU BRAHİM,SERİDİ HAMİD,BOUACİDA IMANE,DJAKHDJAKHA LYNDA,KURULAY MUHAMMED
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A Hybrid Deep Learning and Optical Flow Framework for Monocular Capsule Endoscopy Localization
Electronics, Vol. 14, No. 18, Eylül 2025, s. 1-24, ISSN: 2079-9292
YAKAR İREM,KUÇAK RAMAZAN ALPER,BİLGİ SERDAR,FERHANOĞLU ONUR,AKINCI TAHİR ÇETİN
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A Hybrid Deep Learning and Optical Flow Framework for Monocular Capsule Endoscopy Localization
Electronics, Ocak 2025, ISSN: 2079-9292
YAKAR İREM,KUÇAK RAMAZAN ALPER,BİLGİ SERDAR,FERHANOĞLU ONUR,AKINCI TAHİR ÇETİN
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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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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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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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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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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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Comparative analysis of deep learning approaches for forest stand type classification: insights from the new VHRTreeSpecies benchmark dataset
INTERNATIONAL JOURNAL OF DIGITAL EARTH, Vol. 18, No. 1, Ocak 2025, s. 29, ISSN: 1753-8947
SERTEL ELİF,TOPGÜL ŞULE NUR
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A Hybrid Deep Learning and Optical Flow Framework for Monocular Capsule Endoscopy Localization
ELECTRONICS, Vol. 14, No. 18, Ocak 2025, s. 24, ISSN: 2079-9292
YAKAR İREM,KUÇAK RAMAZAN ALPER,BİLGİ SERDAR,FERHANOĞLU ONUR,AKINCI TAHİR ÇETİN
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VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications
ISPRS International Journal of Geo-Information, Vol. 11, No. 8, Ağustos 2022, ISSN: 2220-9964
KIZILKAYA SERDAR, ALGANCI UĞUR, SERTEL ELİF
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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, Ocak 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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