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Guy Nir
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A new era: artificial intelligence and machine learning in prostate cancer
SL Goldenberg, G Nir, SE Salcudean
Nature Reviews Urology 16 (7), 391-403, 2019
4072019
Automatic grading of prostate cancer in digitized histopathology images: Learning from multiple experts
G Nir, S Hor, D Karimi, L Fazli, BF Skinnider, P Tavassoli, D Turbin, ...
Medical image analysis 50, 167-180, 2018
1572018
Deep learning-based gleason grading of prostate cancer from histopathology images—role of multiscale decision aggregation and data augmentation
D Karimi, G Nir, L Fazli, PC Black, L Goldenberg, SE Salcudean
IEEE journal of biomedical and health informatics 24 (5), 1413-1426, 2019
1312019
Comparison of artificial intelligence techniques to evaluate performance of a classifier for automatic grading of prostate cancer from digitized histopathologic images
G Nir, D Karimi, SL Goldenberg, L Fazli, BF Skinnider, P Tavassoli, ...
JAMA network open 2 (3), e190442-e190442, 2019
982019
Prostate segmentation in MRI using a convolutional neural network architecture and training strategy based on statistical shape models
D Karimi, G Samei, C Kesch, G Nir, SE Salcudean
International journal of computer assisted radiology and surgery 13, 1211-1219, 2018
892018
MR elastography of prostate cancer: quantitative comparison with histopathology and repeatability of methods
RS Sahebjavaher, G Nir, M Honarvar, LO Gagnon, J Ischia, EC Jones, ...
NMR in Biomedicine 28 (1), 124-139, 2015
682015
Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations
S Azizi, S Bayat, P Yan, A Tahmasebi, G Nir, JT Kwak, S Xu, S Wilson, ...
International journal of computer assisted radiology and surgery 12, 1293-1305, 2017
512017
MR elastography and diffusion‐weighted imaging of ex vivo prostate cancer: quantitative comparison to histopathology
RS Sahebjavaher, G Nir, LO Gagnon, J Ischia, EC Jones, SD Chang, ...
NMR in Biomedicine 28 (1), 89-100, 2015
372015
Model-based registration of ex vivo and in vivo MRI of the prostate using elastography
G Nir, RS Sahebjavaher, P Kozlowski, SD Chang, R Sinkus, ...
IEEE transactions on medical imaging 32 (7), 1349-1361, 2013
332013
Ultrasound RF time series for tissue typing: first in vivo clinical results
M Moradi, SS Mahdavi, G Nir, EC Jones, SL Goldenberg, SE Salcudean
SPIE Medical Imaging, 86701I-86701I-8, 2013
322013
Registration of whole-mount histology and volumetric imaging of the prostate using particle filtering
G Nir, RS Sahebjavaher, P Kozlowski, SD Chang, EC Jones, ...
Medical Imaging, IEEE Transactions on 33 (8), 1601-1613, 2014
272014
Focal application of low-dose-rate brachytherapy for prostate cancer: a pilot study
SS Mahdavi, IT Spadinger, SE Salcudean, P Kozlowski, SD Chang, T Ng, ...
Journal of Contemporary Brachytherapy 9 (3), 197-208, 2017
252017
An end-to-end system for automatic characterization of iba1 immunopositive microglia in whole slide imaging
AD Kyriazis, S Noroozizadeh, A Refaee, W Choi, LT Chu, A Bashir, ...
Neuroinformatics 17, 373-389, 2019
242019
Investigation of Physical Phenomena Underlying Temporal-Enhanced Ultrasound as a New Diagnostic Imaging Technique: Theory and Simulations
S Bayat, S Azizi, MI Daoud, G Nir, F Imani, CD Gerardo, P Yan, ...
IEEE transactions on ultrasonics, ferroelectrics, and frequency control 65 …, 2018
242018
Multiparametric 3D in vivo ultrasound vibroelastography imaging of prostate cancer: Preliminary results
M Moradi, SS Mahdavi, G Nir, O Mohareri, A Koupparis, LO Gagnon, ...
Medical physics 41 (7), 073505, 2014
222014
Multi-parametric 3D quantitative ultrasound vibro-elastography imaging for detecting palpable prostate tumors
O Mohareri, A Ruszkowski, J Lobo, J Ischia, A Baghani, G Nir, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
222014
A system for MR-ultrasound guidance during robot-assisted laparoscopic radical prostatectomy
O Mohareri, G Nir, J Lobo, R Savdie, P Black, S Salcudean
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2015 …, 2015
162015
Biomechanical modeling of the prostate for procedure guidance and simulation
SE Salcudean, RS Sahebjavaher, O Goksel, A Baghani, SS Mahdavi, ...
Soft tissue biomechanical modeling for computer assisted surgery, 169-198, 2012
152012
A framework for optimization‐based design of motion encoding in magnetic resonance elastography
G Nir, RS Sahebjavaher, R Sinkus, SE Salcudean
Magnetic Resonance in Medicine 73 (4), 1514-1525, 2015
142015
Registration of whole-mount histology and tomography of the prostate using particle filtering
G Nir, SE Salcudean
SPIE Medical Imaging, 86760E-86760E-9, 2013
142013
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