Neslihan Bayramoglu

According to our database, Neslihan Bayramoglu authored at least 18 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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

2022

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

2021

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

2020

A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection.

Neslihan Bayramoglu, Miika T. Nieminen, Simo Saarakkala

CoRR, 2020

A Lightweight CNN and Joint Shape-Joint Space (JS²) Descriptor for Radiological Osteoarthritis Detection.

Neslihan Bayramoglu, Miika T. Nieminen, Simo Saarakkala

Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020

2019

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

2017

Towards Virtual H&E Staining of Hyperspectral Lung Histology Images Using Conditional Generative Adversarial Networks.

Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, Janne Heikkilä

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Comparison of 3D local and global descriptors for similarity retrieval of range data.

Neslihan Bayramoglu, A. Aydin Alatan

Neurocomputing, 2016

Deep learning for magnification independent breast cancer histopathology image classification.

Neslihan Bayramoglu, Juho Kannala, Janne Heikkilä

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Transfer Learning for Cell Nuclei Classification in Histopathology Images.

Neslihan Bayramoglu, Janne Heikkilä

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015

A novel feature descriptor based on microscopy image statistics.

Neslihan Bayramoglu, Juho Kannala, Malin Akerfelt, Mika Kaakinen, Lauri Eklund, Matthias Nees, Janne Heikkilä

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Human Epithelial Type 2 cell classification with convolutional neural networks.

Neslihan Bayramoglu, Juho Kannala, Janne Heikkilä

Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014

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

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

CS-3DLBP and geometry based person independent 3D facial action unit detection.

Neslihan Bayramoglu, Guoying Zhao, Matti Pietikäinen

Proceedings of the International Conference on Biometrics, 2013

2012

Lossless description of 3D range models.

Neslihan Bayramoglu, A. Aydin Alatan

Proceedings of the Visual Information Processing and Communication III, 2012

Combining Textural and Geometrical Descriptors for Scene Recognition.

Neslihan Bayramoglu, Janne Heikkilä, Matti Pietikäinen

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011

Range data recognition: segmentation, matching, and similarity retrieval ; Derinlik verilerinin tanınması: bölütleme, eşleme ve benzerlik çıkarımı.

Neslihan Bayramoglu

PhD thesis, 2011

2010

Shape Index SIFT: Range Image Recognition Using Local Features.

Neslihan Bayramoglu, A. Aydin Alatan

Proceedings of the 20th International Conference on Pattern Recognition, 2010