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Mehran Pesteie
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Transfer learning for domain adaptation in mri: Application in brain lesion segmentation
M Ghafoorian, A Mehrtash, T Kapur, N Karssemeijer, E Marchiori, ...
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
3982017
Adaptive augmentation of medical data using independently conditional variational auto-encoders
M Pesteie, P Abolmaesumi, RN Rohling
IEEE transactions on medical imaging 38 (12), 2807-2820, 2019
862019
Automatic localization of the needle target for ultrasound-guided epidural injections
M Pesteie, V Lessoway, P Abolmaesumi, RN Rohling
IEEE transactions on medical imaging 37 (1), 81-92, 2017
612017
DeepInfer: Open-source deep learning deployment toolkit for image-guided therapy
A Mehrtash, M Pesteie, J Hetherington, PA Behringer, T Kapur, ...
Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and …, 2017
552017
Semi-supervised learning for cardiac left ventricle segmentation using conditional deep generative models as prior
MH Jafari, H Girgis, AH Abdi, Z Liao, M Pesteie, R Rohling, K Gin, T Tsang, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
372019
SWAVE imaging of placental elasticity and viscosity: proof of concept
JM Abeysekera, M Ma, M Pesteie, J Terry, D Pugash, JA Hutcheon, ...
Ultrasound in medicine & biology 43 (6), 1112-1124, 2017
312017
Real-time ultrasound image classification for spine anesthesia using local directional Hadamard features
M Pesteie, P Abolmaesumi, HAD Ashab, VA Lessoway, S Massey, ...
International journal of computer assisted radiology and surgery 10, 901-912, 2015
272015
Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies
A Sedghi, M Pesteie, G Javadi, S Azizi, P Yan, JT Kwak, S Xu, B Turkbey, ...
International journal of computer assisted radiology and surgery 14, 1009-1016, 2019
232019
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017
M Ghafoorian, A Mehrtash, T Kapur, N Karssemeijer, E Marchiori, ...
Medical Image Computing and Computer Assisted Intervention− MICCAI, 516-524, 2017
232017
Echocardiography segmentation by quality translation using anatomically constrained cyclegan
MH Jafari, Z Liao, H Girgis, M Pesteie, R Rohling, K Gin, T Tsang, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
212019
Variational shape completion for virtual planning of jaw reconstructive surgery
AH Abdi, M Pesteie, E Prisman, P Abolmaesumi, S Fels
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
182019
Attenuation coefficient estimation of normal placentas
F Deeba, M Ma, M Pesteie, J Terry, D Pugash, JA Hutcheon, C Mayer, ...
Ultrasound in medicine & biology 45 (5), 1081-1093, 2019
162019
Deep neural maps
M Pesteie, P Abolmaesumi, R Rohling
arXiv preprint arXiv:1810.07291, 2018
152018
Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study
G Javadi, S Samadi, S Bayat, M Pesteie, MH Jafari, S Sojoudi, C Kesch, ...
International Journal of Computer Assisted Radiology and Surgery 15, 1023-1031, 2020
122020
Methods of, and apparatuses for, producing augmented images of a spine
A Rasoulian, R Rohling, P Abolmaesumi, M Pesteie
US Patent 10,105,120, 2018
82018
Identification and tracking of vertebrae in ultrasound using deep networks with unsupervised feature learning
J Hetherington, M Pesteie, VA Lessoway, P Abolmaesumi, RN Rohling
Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and …, 2017
82017
Multiparametric QUS analysis for placental tissue characterization
F Deeba, M Ma, M Pesteie, J Terry, D Pugash, JA Hutcheon, C Mayer, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
62018
Automatic midline identification in transverse 2-D ultrasound images of the spine
M Pesteie, V Lessoway, P Abolmaesumi, R Rohling
Ultrasound in Medicine & Biology 46 (10), 2846-2854, 2020
22020
Shear wave absolute vibro-elastography of the placenta
J Abeysekera, M Ma, M Pesteie, J Terry, D Pugash, J Hutcheon, C Mayer, ...
Placenta 100 (45), 83-84, 2016
22016
Machine learning applications in spine biomechanics
F Ghezelbash, AH Eskandari, X Robert-Lachaine, S Cao, M Pesteie, ...
Journal of Biomechanics 166, 111967, 2024
12024
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Articles 1–20