Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

Selected publications. This page might not be up to date

For full list please check GScholar page : GScholar.

2023

  1. The KNee OsteoArthritis Prediction (KNOAP2020) challenge: An image analysis challenge to predict incident symptomatic radiographic knee osteoarthritis from MRI and X-ray images
    J Hirvasniemi, J Runhaar, RA Heijden, and 8 more authors
    Osteoarthritis and Cartilage, 2023

2022

  1. Prediction of osteophyte progession from clinical data and mri-based 3d knee morphology
    M Daneshmand, E Panfilov, N Bayramoglu, and 2 more authors
    Osteoarthritis Imaging, 2022
  2. Machine learning based texture analysis of patella from X-rays for detecting patellofemoral osteoarthritis
    Neslihan Bayramoglu, Miika T Nieminen, and Simo Saarakkala
    International journal of medical informatics, 2022

2021

  1. Automated Detection of Patellofemoral Osteoarthritis from Knee Lateral View Radiographs Using Deep Learning: Data from the Multicenter Osteoarthritis Study (MOST)
    Neslihan Bayramoglu, Miika T Nieminen, and Simo Saarakkala
    arXiv preprint arXiv:2101.04350, 2021

2020

  1. A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection
    Miika T. Bayramoglu, and Simo Saarakkala
    In Medical Image Understanding and Analysis, 2020

2017

  1. Towards Virtual H&E Staining of Hyperspectral Lung Histology Images Using Conditional Generative Adversarial Networks
    Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, and 1 more author
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

  1. Comparison of 3D local and global descriptors for similarity retrieval of range data
    Neslihan Bayramoglu, and A Aydın Alatan
    Neurocomputing, 2016
  2. Deep learning for magnification independent breast cancer histopathology image classification
    Neslihan Bayramoglu, Juho Kannala, and Janne Heikkilä
    In Pattern Recognition (ICPR), 2016 23rd International Conference on, 2016
  3. Transfer learning for cell nuclei classification in histopathology images
    Neslihan Bayramoglu, and Janne Heikkilä
    In Computer Vision–ECCV 2016 Workshops, 2016

2015

  1. Automated tracking of tumor-stroma morphology in microtissues identifies functional targets within the tumor microenvironment for therapeutic intervention
    Malin Åkerfelt, Neslihan Bayramoglu, Sean Robinson, and 8 more authors
    Oncotarget, 2015
  2. A novel feature descriptor based on microscopy image statistics
    Neslihan Bayramoglu, Juho Kannala, Malin Åkerfelt, and 4 more authors
    In Image Processing (ICIP), 2015 IEEE International Conference on, 2015
  3. Human epithelial type 2 cell classification with convolutional neural networks
    Neslihan Bayramoglu, Juho Kannala, and Janne Heikkilä
    In Bioinformatics and Bioengineering (BIBE), 2015 IEEE 15th International Conference on, 2015

2014

  1. Detection of tumor cell spheroids from co-cultures using phase contrast images and machine learning approach
    Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, and 4 more authors
    In Pattern Recognition (ICPR), 2014 22nd International Conference on, 2014

2013

  1. CS-3DLBP and geometry based person independent 3D facial action unit detection
    Neslihan Bayramoglu, Guoying Zhao, and Matti Pietikäinen
    In Biometrics (ICB), 2013 International Conference on, 2013

2012

  1. Lossless description of 3D range models
    Neslihan Bayramoglu, and A Aydın Alatan
    Proc. of SPIE-IS&T Electronic Imaging Vol, 2012
  2. Combining textural and geometrical descriptors for scene recognition
    Neslihan Bayramoglu, Janne Heikkilä, and Matti Pietikäinen
    In Computer Vision–ECCV 2012. Workshops and Demonstrations, 2012

2011

  1. Range data recognition: Segmentation, matching, and similarity retrieval
    N Bayramoglu
    Ph. D. thesis, The Graduate School of Natural and Applied Sciences, Middle East Technical Univ., Ankara, Turkey, 2011

2010

  1. Utilization of spatial information for point cloud segmentation
    Oytun Akman, Neslihan Bayramoglu, A Aydin Alatan, and 1 more author
    In 3DTV-Conference: The True Vision-Capture, Transmission and Display of 3D Video (3DTV-CON), 2010, 2010
  2. Shape index SIFT: Range image recognition using local features
    Neslihan Bayramoglu, and A Aydin Alatan
    In Pattern Recognition (ICPR), 2010 20th International Conference on, 2010
  3. Integration of 2d images and range data for object segmentation and recognition
    Neslihan Bayramoglu, Oytun Akman, A Aydm Alatan, and 1 more author
    In Mobile Robotics: Solutions and Challenges, 2010

2005

  1. Recursive shortest spanning tree algorithms for image segmentation
    NESLIHAN YALCIN Bayramoglu, and CUNEYT FEHMI Bazlamacci
    In Computer as a Tool, 2005. EUROCON 2005. The International Conference on, 2005