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Alireza Mehrtash
Alireza Mehrtash
Sr. Machine Learning Scientist at Amazon
Bestätigte E-Mail-Adresse bei amazon.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Artificial intelligence in cancer imaging: clinical challenges and applications
WL Bi, A Hosny, MB Schabath, ML Giger, NJ Birkbak, A Mehrtash, ...
CA: a cancer journal for clinicians 69 (2), 127-157, 2019
14562019
Transfer learning for domain adaptation in MRI: Application in brain lesion segmentation
M Ghafoorian, A Mehrtash, T Kapur, N Karssemeijer, E Marchiori, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
4092017
Confidence calibration and predictive uncertainty estimation for deep medical image segmentation
A Mehrtash, WM Wells, CM Tempany, P Abolmaesumi, T Kapur
IEEE transactions on medical imaging 39 (12), 3868-3878, 2020
2992020
Standardized assessment of automatic segmentation of white matter hyperintensities and results of the WMH segmentation challenge
HJ Kuijf, JM Biesbroek, J De Bresser, R Heinen, S Andermatt, M Bento, ...
IEEE transactions on medical imaging 38 (11), 2556-2568, 2019
2892019
An online calculator for the prediction of survival in glioblastoma patients using classical statistics and machine learning
JT Senders, P Staples, A Mehrtash, DJ Cote, MJB Taphoorn, DA Reardon, ...
Neurosurgery 86 (2), E184-E192, 2020
1002020
Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks
A Mehrtash, A Sedghi, M Ghafoorian, M Taghipour, CM Tempany, ...
Medical imaging 2017: computer-aided diagnosis 10134, 589-592, 2017
992017
Deep learning in archaeological remote sensing: Automated qanat detection in the Kurdistan region of Iraq
M Soroush, A Mehrtash, E Khazraee, JA Ur
Remote Sensing 12 (3), 500, 2020
802020
Reconstruction of the arcuate fasciculus for surgical planning in the setting of peritumoral edema using two-tensor unscented Kalman filter tractography
Z Chen, Y Tie, O Olubiyi, L Rigolo, A Mehrtash, I Norton, O Pasternak, ...
NeuroImage: Clinical 7, 815-822, 2015
722015
Automatic needle segmentation and localization in MRI with 3-D convolutional neural networks: application to MRI-targeted prostate biopsy
A Mehrtash, M Ghafoorian, G Pernelle, A Ziaei, FG Heslinga, K Tuncali, ...
IEEE transactions on medical imaging 38 (4), 1026-1036, 2018
692018
Fully automatic catheter segmentation in MRI with 3D convolutional neural networks: application to MRI-guided gynecologic brachytherapy
P Zaffino, G Pernelle, A Mastmeyer, A Mehrtash, H Zhang, R Kikinis, ...
Physics in Medicine & Biology 64 (16), 165008, 2019
622019
DeepInfer: open-source deep learning deployment toolkit for image-guided therapy
A Mehrtash, M Pesteie, J Hetherington, PA Behringer, T Kapur, WM Wells, ...
Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and …, 2017
552017
Real‐time active MR‐tracking of metallic stylets in MR‐guided radiation therapy
W Wang, CL Dumoulin, AN Viswanathan, ZTH Tse, A Mehrtash, W Loew, ...
Magnetic resonance in medicine 73 (5), 1803-1811, 2015
482015
Corticospinal tract modeling for neurosurgical planning by tracking through regions of peritumoral edema and crossing fibers using two-tensor unscented Kalman filter tractography
Z Chen, Y Tie, O Olubiyi, F Zhang, A Mehrtash, L Rigolo, P Kahali, ...
International journal of computer assisted radiology and surgery 11, 1475-1486, 2016
462016
Natural language processing for automated quantification of brain metastases reported in free-text radiology reports
JT Senders, AV Karhade, DJ Cote, A Mehrtash, N Lamba, A DiRisio, ...
JCO clinical cancer informatics 3, 1-9, 2019
452019
Automatic high resolution segmentation of the prostate from multi-planar MRI
A Meyer, A Mehrtash, M Rak, D Schindele, M Schostak, C Tempany, ...
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
372018
Using the variogram for vector outlier screening: application to feature-based image registration
J Luo, S Frisken, I Machado, M Zhang, S Pieper, P Golland, M Toews, ...
International journal of computer assisted radiology and surgery 13, 1871-1880, 2018
282018
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound
A Sedghi, A Mehrtash, A Jamzad, A Amalou, WM Wells, T Kapur, JT Kwak, ...
International journal of computer assisted radiology and surgery 15, 1215-1223, 2020
272020
Semi-supervised deep metrics for image registration
A Sedghi, J Luo, A Mehrtash, S Pieper, CM Tempany, T Kapur, P Mousavi, ...
arXiv preprint arXiv:1804.01565, 2018
262018
Lung nodule malignancy prediction in sequential ct scans: Summary of isbi 2018 challenge
Y Balagurunathan, A Beers, M Mcnitt-Gray, L Hadjiiski, S Napel, ...
IEEE transactions on medical imaging 40 (12), 3748-3761, 2021
222021
Validation of catheter segmentation for MR-guided gynecologic cancer brachytherapy
G Pernelle, A Mehrtash, L Barber, A Damato, W Wang, RT Seethamraju, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013
222013
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