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Alican Bozkurt
Alican Bozkurt
Paige.AI
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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
164*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
1332015
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
1072016
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
482014
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
352015
Structured disentangled representations
B Esmaeili, H Wu, S Jain, A Bozkurt, N Siddharth, B Paige, DH Brooks, ...
arXiv preprint arXiv:1804.02086, 2018
332018
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
312021
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
302020
Virchow: A million-slide digital pathology foundation model
E Vorontsov, A Bozkurt, A Casson, G Shaikovski, M Zelechowski, S Liu, ...
arXiv preprint arXiv:2309.07778, 2023
292023
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
29*2018
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
282018
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
282013
Imaging and Informatics in ROP (i-ROP) Research Consortium. 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 Ophthalmol 134 (6), 651-657, 2016
272016
Rate-regularization and generalization in variational autoencoders
A Bozkurt, B Esmaeili, JB Tristan, D Brooks, J Dy, JW van de Meent
International Conference on Artificial Intelligence and Statistics, 3880-3888, 2021
15*2021
Semantic segmentation of reflectance confocal microscopy mosaics of pigmented lesions using weak labels
M D’Alonzo, A Bozkurt, C Alessi-Fox, M Gill, DH Brooks, M Rajadhyaksha, ...
Scientific Reports 11 (1), 3679, 2021
152021
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
132017
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
122017
Multi-scale directional-filtering-based method for follicular lymphoma grading
A Bozkurt, A Suhre, AE Cetin
Signal, Image and Video Processing 8, 63-70, 2014
122014
Skin strata delineation in reflectance confocal microscopy images using recurrent convolutional networks with attention
A Bozkurt, K Kose, J Coll-Font, C Alessi-Fox, DH Brooks, JG Dy, ...
Scientific Reports 11 (1), 12576, 2021
102021
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
82017
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