| 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 | 68 | 2015 |
| 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 | 60 | 2016 |
| 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 | 25 | 2013 |
| 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 | 11 | 2018 |
| 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 | 8 | 2017 |
| 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 | 8 | 2015 |
| 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 | 8 | 2014 |
| 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 | 7 | 2014 |
| 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 | 5 | 2020 |
| 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 | 5 | 2017 |
| 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 | 5 | 2015 |
| 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 | 5 | 2015 |
| Can VAEs Generate Novel Examples? A Bozkurt, B Esmaeili, DH Brooks, JG Dy, JW van de Meent arXiv preprint arXiv:1812.09624, 2018 | 4 | 2018 |
| 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 | 4 | 2017 |
| 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 | 4 | 2014 |
| Rate-Regularization and Generalization in VAEs A Bozkurt, B Esmaeili, DH Brooks, JG Dy, JW van de Meent arXiv preprint arXiv:1911.04594, 2019 | 3 | 2019 |
| 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 | 3 | 2014 |
| 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 | 2 | 2017 |
Dana BrooksProfessor of Electrical and Computer Engineering, Northeastern UniversityVerified email at ece.neu.edu
