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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Variant Analysis in Human Genome Sequences Using Surrogate Modelling and Machine Learning
V. INTERNATIONAL APPLIED STATISTICS CONGRESS (UYIK - 2024), İstanbul/TÜRKİYE, 21 Mayıs 2024
AYDIN FURKAN,TUNA SÜHA
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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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Learning Station Model: EELISA International Summer School experience on Platform Urbanism
ITU Co-Learning Lab, Istanbul/TÜRKİYE, Vol. 1, No. 1, 26 Eylül 2024, s. 37-37
EREN FATİH
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A deep reinforcement learning approach for the meal delivery problem
KNOWLEDGE-BASED SYSTEMS, Vol. 243, Kasım 2022, ISSN: 0950-7051
JAHANSHAHİ HADİ,BOZANTA AYSUN,ÇEVİK MÜCAHİT,KAVUK ERAY MERT,TOSUN KÜHN AYŞE,SONUÇ SİBEL BİLGE,KOŞUCU BİLGİN,BAŞAR AYŞE
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Segmentation-aware MRI subsampling for efficient cardiac MRI reconstruction with reinforcement learning
IMAGE AND VISION COMPUTING, Vol. 150, Ocak 2024, s. 9, ISSN: 0262-8856
XU RURU,ÖKSÜZ İLKAY
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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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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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Deep learning-based user experience evaluation in distance learning
Springer Science and Business Media LLC, Ocak 2024, ISSN: 1386-7857
SADIGOV RAHIM, YILDIRIM ELİF, KOCAÇINAR BÜŞRA, PATLAR AKBULUT FATMA, ÇATAL ÇAĞATAY
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Proto diffusion: Classifier-free diffusion guidance with prototype learning
Asian Conference on Machine Learning, Vol. 222, 6 Haziran 2023, s. 106-120
ÜNAL GÖZDE,BAYKAL CAN GÜLÇİN,KARAGOZ HALİL FARUK,BİNHURAİB TAHA
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Breast cancer mass classification using machine learning, binary-coded genetic algorithms, and an ensemble of deep transfer learning
The Computer Journal, Vol. 67, No. 3, Mart 2024, s. 1111-1125, ISSN: 1460-2067
TİRYAKİ VOLKAN MÜJDAT, TUTKUN NEDİM
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Analysing the Determinants of Surface Solar Radiation with Tree-Based Machine Learning Methods: Case of Istanbul
Pure and Applied Geophysics, Nisan 2024, ISSN: 0033-4553
GÜVEN DENİZHAN
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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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Game-Based Learning about the Circular Economy in Building Sustainable Communities: A Case of International and Interdisciplinary University Collaboration
International Journal of Sustainability in Higher Education, Vol. 25, No. 9, Ekim 2024, s. 378-396, ISSN: 1467-6370
AKÇAKAYA WAITE İMGE,AKÇAY KAVAKOĞLU AYŞEGÜL,ROBESCU LACRAMIOARA DIANA,COCARTA DIANA MARIANA,VUTA LIANA IOANA
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Navigating career expectations in higher education: A conceptual understanding of career decision self-efficacy through career adaptability, personal resilience and learning agility
5. BİLSEL INTERNATIONAL TRUVA SCIENTIFIC RESEARCHES AND INNOVATION CONGRESS, ÇANAKKALE/TÜRKİYE, 2 Kasım 2024, s. 257-271
FAYDA KINIK FATMA ŞEHKAR
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Condition monitoring and fault diagnosis of a marine diesel engine with machine learning techniques
Pomortsvo- Scientific Journal of Maritime Research, Vol. 37, No. 1, Haziran 2023, s. 32-46, ISSN: 13320718
KOÇAK GAZİ,GENÇ YAKUP,GÖKÇEK VEYSEL
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Game-based learning about the circular economy in building sustainable communities: a case of international and interdisciplinary university collaboration
International Journal of Sustainability in Higher Education, Vol. 25, No. 9, Ekim 2024, s. 378-396, ISSN: 1467-6370
AKÇAKAYA WAITE JR İMGE,AKÇAY KAVAKOĞLU AYŞEGÜL,ROBESCU LACRAMİOARA DİANA,COCARTA DİANA MARİANA,VUTA LİANA IOANA
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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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Self Adaptive Methods for Learning Rate Parameter of Q-Learning Algorithm
Journal of Intelligent Systems: Theory and Applications, Harun TASKIN, Vol. 6, No. 2, Eylül 2023, s. 191-198, ISSN: 2651-3927
ÇİMEN MURAT ERHAN, GARİP ZEYNEP, YALÇIN YAPRAK, KUTLU MUSTAFA ÇAĞRI, BOZ ALİ FUAT
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A multi-spectral myelin annotation tool for machine learning based myelin quantification
F1000 Research Ltd, Vol. 9, Kasım 2023, ISSN: 2046-1402
ÇAPAR ABDULKERİM, ÇİMEN SİBEL, ALADAG ZEYNEP, EKİNCİ DURSUN ALİ, AYTEN UMUT ENGİN, KERMAN BİLAL ERSEN, TÖREYİN BEHÇET UĞUR
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