480 citations · 484 across the 5 of their papers we have counts for
4 papers · 1 filter
Early Alzheimer's Disease Detection from Retinal OCT Images: A UK Biobank Study
Yasemin Turkan, F. Boray Tek, M. Serdar Nazlı +1
Alterations in retinal layer thickness, measurable using Optical Coherence Tomography (OCT), have been associated with neurodegenerative diseases such as Alzheimer's disease (AD).…
Adaptive Convolution Kernel for Artificial Neural Networks
F. Boray Tek, İlker Çam, Deniz Karlı
Many deep neural networks are built by using stacked convolutional layers of fixed and single size (often 33) kernels. This paper describes a method for training the size o…
Learning Filter Scale and Orientation In CNNs
Ilker Cam, F. Boray Tek
Convolutional neural networks have many hyperparameters such as the filter size, number of filters, and pooling size, which require manual tuning. Though deep stacked structures ar…
Assessment of algorithms for mitosis detection in breast cancer histopathology images
Mitko Veta, Paul J. van Diest, Stefan M. Willems +26
The proliferative activity of breast tumors, which is routinely estimated by counting of mitotic figures in hematoxylin and eosin stained histology sections, is considered to be on…