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Hayit Greenspan
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Year
Blobworld: Image segmentation using expectation-maximization and its application to image querying
C Carson, S Belongie, H Greenspan, J Malik
IEEE Transactions on pattern analysis and machine intelligence 24 (8), 1026-1038, 2002
20602002
Guest editorial deep learning in medical imaging: Overview and future promise of an exciting new technique
H Greenspan, B Van Ginneken, RM Summers
IEEE transactions on medical imaging 35 (5), 1153-1159, 2016
18712016
GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification
M Frid-Adar, I Diamant, E Klang, M Amitai, J Goldberger, H Greenspan
Neurocomputing 321, 321-331, 2018
16462018
Rapid ai development cycle for the coronavirus (covid-19) pandemic: Initial results for automated detection & patient monitoring using deep learning ct image analysis
O Gozes, M Frid-Adar, H Greenspan, PD Browning, H Zhang, W Ji, ...
arXiv preprint arXiv:2003.05037, 2020
9972020
The liver tumor segmentation benchmark (lits)
P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ...
Medical Image Analysis 84, 102680, 2023
8892023
Synthetic data augmentation using GAN for improved liver lesion classification
M Frid-Adar, E Klang, M Amitai, J Goldberger, H Greenspan
2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018
8222018
Color-and texture-based image segmentation using EM and its application to content-based image retrieval
S Belongie, C Carson, H Greenspan, J Malik
Sixth International Conference on Computer Vision (IEEE Cat. No. 98CH36271 …, 1998
7881998
Super-resolution in medical imaging
H Greenspan
The computer journal 52 (1), 43-63, 2009
6082009
An efficient image similarity measure based on approximations of KL-divergence between two Gaussian mixtures
Goldberger, Gordon, Greenspan
Proceedings Ninth IEEE International conference on computer vision, 487-493 …, 2003
5702003
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises
SK Zhou, H Greenspan, C Davatzikos, JS Duncan, B Van Ginneken, ...
Proceedings of the IEEE 109 (5), 820-838, 2021
5572021
Content-based image retrieval in radiology: current status and future directions
CB Akgül, DL Rubin, S Napel, CF Beaulieu, H Greenspan, B Acar
Journal of digital imaging 24, 208-222, 2011
4992011
Deep learning in medical image analysis and multimodal learning for clinical decision support: 4th international workshop, dlmia 2018, and 8th international workshop, ml-cds …
D Stoyanov, Z Taylor, G Carneiro, T Syeda-Mahmood, A Martel, ...
Springer, 2018
4792018
Chest pathology detection using deep learning with non-medical training
Y Bar, I Diamant, L Wolf, S Lieberman, E Konen, H Greenspan
2015 IEEE 12th international symposium on biomedical imaging (ISBI), 294-297, 2015
4772015
Region-based image querying
C Carson, S Belongie, H Greenspan, J Malik
1997 Proceedings IEEE Workshop on Content-Based Access of Image and Video …, 1997
4741997
Convolutional neural networks for radiologic images: a radiologist’s guide
S Soffer, A Ben-Cohen, O Shimon, MM Amitai, H Greenspan, E Klang
Radiology 290 (3), 590-606, 2019
4222019
Deep learning with non-medical training used for chest pathology identification
Y Bar, I Diamant, L Wolf, H Greenspan
Medical Imaging 2015: Computer-Aided Diagnosis 9414, 215-221, 2015
4092015
Content-based image retrieval in medical applications
W Niblack, R Barber, W Equitz, M Flickner, P Yanker, J Ashley, KJ Wu, ...
Methods of information in medicine 43 (04), 354-361, 2004
4062004
Image enhancement by nonlinear extrapolation in frequency space
H Greenspan, CH Anderson, S Akber
IEEE Transactions on Image Processing 9 (6), 1035-1048, 2000
383*2000
Overcomplete steerable pyramid filters and rotation invariance
Greenspan, Belongie, Goodman, Perona, Rakshit
1994 Proceedings of IEEE Conference on Computer Vision and Pattern …, 1994
3751994
MRI inter-slice reconstruction using super-resolution
H Greenspan, G Oz, N Kiryati, S Peled
Magnetic resonance imaging 20 (5), 437-446, 2002
3602002
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Articles 1–20