| 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 | 171* | 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 | 143 | 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 | 111 | 2016 |
| 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 | 50 | 2014 |
| 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 | 42 | 2023 |
| 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 | 34 | 2015 |
| Structured disentangled representations B Esmaeili, H Wu, S Jain, A Bozkurt, N Siddharth, B Paige, DH Brooks, ... arXiv preprint arXiv:1804.02086, 2018 | 33 | 2018 |
| 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 | 32 | 2021 |
| 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 | 32* | 2018 |
| 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 | 30 | 2020 |
| 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 | 28 | 2018 |
| 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 | 28 | 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 | 28 | 2013 |
| 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 | 19* | 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 | 17 | 2021 |
| A foundation model for clinical-grade computational pathology and rare cancers detection E Vorontsov, A Bozkurt, A Casson, G Shaikovski, M Zelechowski, ... Nature Medicine, 1-12, 2024 | 14 | 2024 |
| 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 | 13 | 2017 |
| 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 | 12 | 2017 |
| 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 | 12 | 2014 |
| 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 | 10 | 2021 |
Dana BrooksResearch Professor / Professor Emeritus of Electrical and Computer Engineering, NortheasternVerified email at ece.neu.edu
