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
79*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
602016
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
112018
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
10*2018
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
82017
Multiplication-free neural networks
CE Akbaş, A Bozkurt, AE Çetin, R Çetin-Atalay, A Üner
2015 23nd Signal Processing and Communications Applications Conference (SIU …, 2015
82015
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
72014
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
52020
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
52017
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
52015
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
Can VAEs Generate Novel Examples?
A Bozkurt, B Esmaeili, DH Brooks, JG Dy, JW van de Meent
arXiv preprint arXiv:1812.09624, 2018
42018
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
42017
Deconvolution using projections onto the epigraph set of a convex cost function
M Tofighi, A Bozkurt, K Köse, AE Çetin
2014 22nd Signal Processing and Communications Applications Conference (SIU …, 2014
42014
Rate-Regularization and Generalization in VAEs
A Bozkurt, B Esmaeili, DH Brooks, JG Dy, JW van de Meent
arXiv preprint arXiv:1911.04594, 2019
32019
Approximate computation of DFT without performing any multiplications: Application to radar signal processing
MT Arslan, A Bozkurt, RA Sevimli, CE Akbaş, AE Çetin
2014 22nd Signal Processing and Communications Applications Conference (SIU …, 2014
32014
Deep learning based classification of morphological patterns in RCM to guide noninvasive diagnosis of melanocytic lesions (Conference Presentation)
K Kose, A Bozkurt, S Ariafar, CA Alessi-Fox, M Gill, JG Dy, DH Brooks, ...
Photonics in Dermatology and Plastic Surgery 10037, 100370C, 2017
22017
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