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 | 468 | 2019 |
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 | 174 | 2018 |
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 | 147 | 2019 |
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 | 105 | 2019 |
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 | 98 | 2018 |
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 | 68 | 2015 |
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 | 58 | 2017 |
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 | 37 | 2015 |
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 | 33 | 2013 |
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 | 33 | 2013 |
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 | 27 | 2014 |
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 | 25 | 2017 |
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 | 24 | 2019 |
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 | 24 | 2018 |
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 | 22 | 2014 |
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 | 22 | 2014 |
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 | 16 | 2015 |
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 | 16 | 2012 |
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 | 14 | 2015 |
Registration of whole-mount histology and tomography of the prostate using particle filtering G Nir, SE Salcudean SPIE Medical Imaging, 86760E-86760E-9, 2013 | 14 | 2013 |