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Neslihan Bayramoğlu

Observed names: N. Bayramoglu, Neslihan Bayramoglu, Neslihan Bayramog̃lu
Institution: University of Oulu
ORCID: 0000-0003-3011-7982
Observed ORCID: 0000-0003-3011-7982
OpenAlex ID: A5113394751
Deep learning for magnification independent breast cancer histopathology image classification
2016 · Neslihan Bayramoglu, Juho Kannala, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 476
Towards Virtual H&E Staining of Hyperspectral Lung Histology Images Using Conditional Generative Adversarial Networks
2017 · Neslihan Bayramoglu, Mika Kaakinen, et al. · IEEE International Conference on Computer Vision Workshops · 108
Transfer Learning for Cell Nuclei Classification in Histopathology Images
2016 · Neslihan Bayramoglu, Janne Heikkilä · Lecture notes in computer science · 104
Shape Index SIFT: Range Image Recognition Using Local Features
2010 · Neslihan Bayramoglu, A. Aydin Alatan · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 66
The KNee OsteoArthritis Prediction (KNOAP2020) challenge: An image analysis challenge to predict incident symptomatic radiographic knee osteoarthritis from MRI and X-ray images
2022 · J. Hirvasniemi, J. Runhaar, et al. · Osteoarthritis and Cartilage · 64
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Machine learning based texture analysis of patella from X-rays for detecting patellofemoral osteoarthritis
2021 · Neslihan Bayramoglu, Miika T. Nieminen, et al. · International Journal of Medical Informatics · 57
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Human Epithelial Type 2 cell classification with convolutional neural networks
2015 · Neslihan Bayramoglu, Juho Kannala, et al. · IEEE International Conference on Bioinformatics and Bioengineering (BIBE) · 45
Automated tracking of tumor-stroma morphology in microtissues identifies functional targets within the tumor microenvironment for therapeutic intervention
2015 · Malin Åkerfelt, Neslihan Bayramoglu, et al. · Oncotarget · 43
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Adaptive segmentation of knee radiographs for selecting the optimal ROI in texture analysis
2020 · N. Bayramoglu, A. Tiulpin, et al. · Osteoarthritis and Cartilage · 41
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CS-3DLBP and geometry based person independent 3D facial action unit detection
2013 · Neslihan Bayramoglu, Guoying Zhao, et al. · International Conference on Biometrics · 19
A Lightweight CNN and Joint Shape-Joint Space ($$JS^2$$) Descriptor for Radiological Osteoarthritis Detection
2020 · Neslihan Bayramoglu, Miika T. Nieminen, et al. · Communications in computer and information science · 18
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Deep learning based detection of osteophytes in radiographs and magnetic resonance imagings of the knee using 2D and 3D morphology
2024 · Mitra Daneshmand, Egor Panfilov, et al. · Journal of Orthopaedic Research® · 16
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Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis Based on Lateral Knee Radiographs, Demographic Data, and Symptomatic Assessments
2024 · Neslihan Bayramoglu, Martin Englund, et al. · Methods of Information in Medicine · 14
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Utilization of spatial information for point cloud segmentation
2010 · Oytun Akman, Neslihan Bayramoglu, et al. · 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video · 7
Detection of Tumor Cell Spheroids from Co-cultures Using Phase Contrast Images and Machine Learning Approach
2014 · Neslihan Bayramoglu, Mika Kaakinen, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 6
Comparison of 3D local and global descriptors for similarity retrieval of range data
2015 · Neslihan Bayramoglu, A. Aydın Alatan · Neurocomputing · 4
Integration of 2d Images and Range Data for Object Segmentation and Recognition
2009 · Neslihan Bayramoğlu, Oytun Akman, et al. · 3
Beyond the algorithms: Challenges in predicting knee osteoarthritis pain from a machine learning point of view
2025 · Neslihan Bayramoglu, Martin Englund, et al. · Osteoarthritis Imaging · 2
Capability of Deep Learning to Detect Painful Knees in Osteoarthritis Using Radiographs: Comparison between Posterior-Anterior and Lateral Views
2024 · Neslihan Bayramoglu, Martin Englund, et al. · Osteoarthritis and Cartilage · 1
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Prediction of Osteophyte Progession From Clinical Data and Mri-based 3d Knee Morphology
2022 · M. Daneshmand, E. Panfilov, et al. · Osteoarthritis Imaging · 1
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Lossless description of 3D range models
2012 · Neslihan Bayramoglu, A. Aydin Alatan · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1
Combining Textural and Geometrical Descriptors for Scene Recognition
2012 · Neslihan Bayramog̃lu, Janne Heikkilä, et al. · Lecture notes in computer science · 1
Segmentation driven semantic information inference from 2.5D data
2009 · Neslihan Bayramoglu, A. Aydin Alatan · Signal Processing and Communications Applications Conference (SIU) · 1
Deep Learning for Automated Grading of Knee Osteophytes From Mri Derived Bone Morphology
2026 · Mitra Daneshmand, Egor Panfilov, et al. · Osteoarthritis and Cartilage
Deep Learning for Automated Meniscal Extrusion Detection in Knee X-ray Images
2025 · Neslihan Bayramoglu, Haruka Kaneko, et al. · Osteoarthritis and Cartilage
Works count: 27
Citation count: 1,098
H-index: 13
I10-index: 13
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