Alican Bozkurt
Alican Bozkurt
Department of Electrical and Computer Engineering, Northeastern University
Verified email at ece.neu.edu - Homepage
Title
Cited by
Cited by
Year
Structured disentangled representations
B Esmaeili, H Wu, S Jain, A Bozkurt, N Siddharth, B Paige, DH Brooks, ...
The 22nd International Conference on Artificial Intelligence and Statistics†…, 2019
84*2019
Computer-based image analysis for plus disease diagnosis in retinopathy of prematurity: performance of the “i-ROP” system and image features associated with expert diagnosis
E Ataer-Cansizoglu, V Bolon-Canedo, JP Campbell, A Bozkurt, ...
Translational vision science & technology 4 (6), 5-5, 2015
682015
Expert diagnosis of plus disease in retinopathy of prematurity from computer-based image analysis
JP Campbell, E Ataer-Cansizoglu, V Bolon-Canedo, A Bozkurt, ...
JAMA ophthalmology 134 (6), 651-657, 2016
612016
Projections onto convex sets (POCS) based optimization by lifting
AE Cetin, A Bozkurt, O Gunay, YH Habiboglu, K Kose, I Onaran, M Tofighi, ...
Global Conference on Signal and Information Processing (GlobalSIP), 2013†…, 2013
252013
A multiresolution convolutional neural network with partial label training for annotating reflectance confocal microscopy images of skin
A Bozkurt, K Kose, C Alessi-Fox, M Gill, J Dy, D Brooks, M Rajadhyaksha
International conference on medical image computing and computer-assisted†…, 2018
142018
Deep learning methods for predicting disease status using genomic data
Q Wu, A Boueiz, A Bozkurt, A Masoomi, A Wang, DL DeMeo, ST Weiss, ...
Journal of biometrics & biostatistics 9 (5), 2018
11*2018
Multiplication-free neural networks
CE Akbaş, A Bozkurt, AE «etin, R «etin-Atalay, A ‹ner
2015 23nd Signal Processing and Communications Applications Conference (SIU†…, 2015
102015
Utilizing machine learning for image quality assessment for reflectance confocal microscopy
K Kose, A Bozkurt, C Alessi-Fox, DH Brooks, JG Dy, M Rajadhyaksha, ...
Journal of Investigative Dermatology 140 (6), 1214-1222, 2020
92020
Unsupervised delineation of stratum corneum using reflectance confocal microscopy and spectral clustering
A Bozkurt, K Kose, C Alessi‐Fox, JG Dy, DH Brooks, M Rajadhyaksha
Skin Research and Technology 23 (2), 176-185, 2017
92017
Multi-scale directional-filtering-based method for follicular lymphoma grading
A Bozkurt, A Suhre, AE Cetin
Signal, Image and Video Processing 8 (1), 63-70, 2014
82014
L1 norm based multiplication-free cosine similarity measures for big data analysis
CE Akbas, A Bozkurt, MT Arslan, H Aslanoglu, AE Cetin
2014 International Workshop on Computational Intelligence for Multimedia†…, 2014
82014
Delineation of skin strata in reflectance confocal microscopy images with recurrent convolutional networks
A Bozkurt, T Gale, K Kose, C Alessi-Fox, DH Brooks, M Rajadhyaksha, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern†…, 2017
62017
Delineation of skin strata in reflectance confocal microscopy images using recurrent convolutional networks with Toeplitz attention
A Bozkurt, K Kose, J Coll-Font, C Alessi-Fox, DH Brooks, JG Dy, ...
arXiv preprint arXiv:1712.00192, 2017
52017
i-ROP Research Consortium Computer-based image analysis for plus disease diagnosis in retinopathy of prematurity performance of the “i-ROP” system and image features associated†…
E Ataer-Cansizoglu, V Bolon-Canedo, JP Campbell, A Bozkurt, ...
Transl Vis Sci Technol 4 (6), 5, 2015
52015
Deconvolution using projections onto the epigraph set of a convex cost function
M Tofighi, A Bozkurt, K KŲse, AE «etin
2014 22nd Signal Processing and Communications Applications Conference (SIU†…, 2014
52014
Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (med-net)
K Kose, A Bozkurt, C Alessi-Fox, M Gill, C Longo, G Pellacani, JG Dy, ...
Medical Image Analysis 67, 101841, 2021
42021
Evaluating Combinatorial Generalization in Variational Autoencoders.
A Bozkurt, B Esmaeili, DH Brooks, JG Dy, JW van de Meent
42019
Can VAEs Generate Novel Examples?
A Bozkurt, B Esmaeili, DH Brooks, JG Dy, JW van de Meent
arXiv preprint arXiv:1812.09624, 2018
42018
Classifying fonts and calligraphy styles using complex wavelet transform
A Bozkurt, P Duygulu, AE Cetin
Signal, Image and Video Processing 9 (1), 225-234, 2015
42015
Approximate computation of DFT without performing any multiplications: Application to radar signal processing
MT Arslan, A Bozkurt, RA Sevimli, CE Akbaş, AE «etin
2014 22nd Signal Processing and Communications Applications Conference (SIU†…, 2014
32014
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