Shape Index SIFT: Range Image Recognition Using Local Features. - Neslihan Bayramoglu; A. Aydin Alatan (ICPR, 2010)

Range data recognition: segmentation, matching, and similarity retrieval ; Derinlik verilerinin tanınması: bölütleme, eşleme ve benzerlik çıkarımı. - Neslihan Bayramoglu (2011)

Combining Textural and Geometrical Descriptors for Scene Recognition. - Neslihan Bayramoglu; Janne Heikkilä; Matti Pietikäinen (ECCV Workshops (2), 2012)

Lossless description of 3D range models. - Neslihan Bayramoglu; A. Aydin Alatan (Visual Information Processing and Communication, 2012)

CS-3DLBP and geometry based person independent 3D facial action unit detection. - Neslihan Bayramoglu; Guoying Zhao 001; Matti Pietikäinen (ICB, 2013)

Detection of Tumor Cell Spheroids from Co-cultures Using Phase Contrast Images and Machine Learning Approach. - Neslihan Bayramoglu; Mika Kaakinen; Lauri Eklund; Malin Akerfelt; Matthias Nees; Juho Kannala; Janne Heikkilä (ICPR, 2014)

Human Epithelial Type 2 cell classification with convolutional neural networks. - Neslihan Bayramoglu; Juho Kannala; Janne Heikkilä (BIBE, 2015)

A novel feature descriptor based on microscopy image statistics. - Neslihan Bayramoglu; Juho Kannala; Malin Akerfelt; Mika Kaakinen; Lauri Eklund; Matthias Nees; Janne Heikkilä (ICIP, 2015)

Transfer Learning for Cell Nuclei Classification in Histopathology Images. - Neslihan Bayramoglu; Janne Heikkilä (ECCV Workshops (3), 2016)

Deep learning for magnification independent breast cancer histopathology image classification. - Neslihan Bayramoglu; Juho Kannala; Janne Heikkilä (ICPR, 2016)

Comparison of 3D local and global descriptors for similarity retrieval of range data. - Neslihan Bayramoglu; A. Aydin Alatan (Neurocomputing, 2016)

Towards Virtual H&E Staining of Hyperspectral Lung Histology Images Using Conditional Generative Adversarial Networks. - Neslihan Bayramoglu; Mika Kaakinen; Lauri Eklund; Janne Heikkilä (ICCV Workshops, 2017)

Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis. - Neslihan Bayramoglu; Aleksei Tiulpin; Jukka Hirvasniemi; Miika T. Nieminen; Simo Saarakkala (CoRR, 2019)

A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection. - Neslihan Bayramoglu; Miika T. Nieminen; Simo Saarakkala (MIUA, 2020)

A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection. - Neslihan Bayramoglu; Miika T. Nieminen; Simo Saarakkala (CoRR, 2020)

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; Simo Saarakkala (CoRR, 2021)

Machine learning based texture analysis of patella from X-rays for detecting patellofemoral osteoarthritis. - Neslihan Bayramoglu; Miika T. Nieminen; Simo Saarakkala (Int. J. Medical Informatics, 2022)

Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis Based on Lateral Knee Radiographs, Demographic Data and Symptomatic Assessments. - Neslihan Bayramoglu; Martin Englund; Ida K. Haugen; Muneaki Ishijima; Simo Saarakkala (CoRR, 2023)