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Alireza Mehrtash, M.S.

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Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Sedghi A, Mehrtash A, Jamzad A, Amalou A, Wells WM, Kapur T, Kwak JT, Turkbey B, Choyke P, Pinto P, Wood B, Xu S, Abolmaesumi P, Mousavi P. Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound. Int J Comput Assist Radiol Surg. 2020 May 05. PMID: 32372384.
    Citations:    
  2. Senders JT, Staples P, Mehrtash A, Cote DJ, Taphoorn MJB, Reardon DA, Gormley WB, Smith TR, Broekman ML, Arnaout O. An Online Calculator for the Prediction of Survival in Glioblastoma Patients Using Classical Statistics and Machine Learning. Neurosurgery. 2020 02 01; 86(2):E184-E192. PMID: 31586211.
    Citations:    
  3. Senders JT, Cho LD, Calvachi P, McNulty JJ, Ashby JL, Schulte IS, Almekkawi AK, Mehrtash A, Gormley WB, Smith TR, Broekman MLD, Arnaout O. Automating Clinical Chart Review: An Open-Source Natural Language Processing Pipeline Developed on Free-Text Radiology Reports From Patients With Glioblastoma. JCO Clin Cancer Inform. 2020 Jan; 4:25-34. PMID: 31977252.
    Citations:    
  4. Zaffino P, Pernelle G, Mastmeyer A, Mehrtash A, Zhang H, Kikinis R, Kapur T, Francesca Spadea M. Fully automatic catheter segmentation in MRI with 3D convolutional neural networks: application to MRI-guided gynecologic brachytherapy. Phys Med Biol. 2019 08 14; 64(16):165008. PMID: 31272095.
    Citations:    
  5. Herz C, MacNeil K, Behringer PA, Tokuda J, Mehrtash A, Mousavi P, Kikinis R, Fennessy FM, Tempany CM, Tuncali K, Fedorov A. Open Source Platform for Transperineal In-Bore MRI-Guided Targeted Prostate Biopsy. IEEE Trans Biomed Eng. 2020 02; 67(2):565-576. PMID: 31135342.
    Citations:    
  6. Senders JT, Karhade AV, Cote DJ, Mehrtash A, Lamba N, DiRisio A, Muskens IS, Gormley WB, Smith TR, Broekman MLD, Arnaout O. Natural Language Processing for Automated Quantification of Brain Metastases Reported in Free-Text Radiology Reports. JCO Clin Cancer Inform. 2019 04; 3:1-9. PMID: 31002562.
    Citations:    
  7. Kuijf HJ, Biesbroek JM, De Bresser J, Heinen R, Andermatt S, Bento M, Berseth M, Belyaev M, Cardoso MJ, Casamitjana A, Collins DL, Dadar M, Georgiou A, Ghafoorian M, Jin D, Khademi A, Knight J, Li H, Llado X, Luna M, Mahmood Q, McKinley R, Mehrtash A, Ourselin S, Park BY, Park H, Park SH, Pezold S, Puybareau E, Rittner L, Sudre CH, Valverde S, Vilaplana V, Wiest R, Xu Y, Xu Z, Zeng G, Zhang J, Zheng G, Chen C, van der Flier W, Barkhof F, Viergever MA, Biessels GJ. Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. IEEE Trans Med Imaging. 2019 11; 38(11):2556-2568. PMID: 30908194.
    Citations:    
  8. Bi WL, Hosny A, Schabath MB, Giger ML, Birkbak NJ, Mehrtash A, Allison T, Arnaout O, Abbosh C, Dunn IF, Mak RH, Tamimi RM, Tempany CM, Swanton C, Hoffmann U, Schwartz LH, Gillies RJ, Huang RY, Aerts HJWL. Artificial intelligence in cancer imaging: Clinical challenges and applications. CA Cancer J Clin. 2019 03; 69(2):127-157. PMID: 30720861.
    Citations:    
  9. Mehrtash A, Ghafoorian M, Pernelle G, Ziaei A, Heslinga FG, Tuncali K, Fedorov A, Kikinis R, Tempany CM, Wells WM, Abolmaesumi P, Kapur T. Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy. IEEE Trans Med Imaging. 2019 04; 38(4):1026-1036. PMID: 30334789.
    Citations:    Fields:    
  10. Luo J, Frisken S, Machado I, Zhang M, Pieper S, Golland P, Toews M, Unadkat P, Sedghi A, Zhou H, Mehrtash A, Preiswerk F, Cheng CC, Golby A, Sugiyama M, Wells WM. Using the variogram for vector outlier screening: application to feature-based image registration. Int J Comput Assist Radiol Surg. 2018 Dec; 13(12):1871-1880. PMID: 30097956.
    Citations:    Fields:    Translation:Humans
  11. Mehrtash A, Sedghi A, Ghafoorian M, Taghipour M, Tempany CM, Wells WM, Kapur T, Mousavi P, Abolmaesumi P, Fedorov A. Classification of Clinical Significance of MRI Prostate Findings Using 3D Convolutional Neural Networks. Proc SPIE Int Soc Opt Eng. 2017 Feb 11; 10134. PMID: 28615793.
    Citations: 1     
  12. Mehrtash A, Pesteie M, Hetherington J, Behringer PA, Kapur T, Wells WM, Rohling R, Fedorov A, Abolmaesumi P. DeepInfer: Open-Source Deep Learning Deployment Toolkit for Image-Guided Therapy. Proc SPIE Int Soc Opt Eng. 2017 Feb 11; 10135. PMID: 28615794.
    Citations: 3     
  13. Mehrtash A, Gupta SN, Shanbhag D, Miller JV, Kapur T, Fennessy FM, Kikinis R, Fedorov A. Bolus arrival time and its effect on tissue characterization with dynamic contrast-enhanced magnetic resonance imaging. J Med Imaging (Bellingham). 2016 Jan; 3(1):014503. PMID: 26989759.
    Citations:    
  14. Chen Z, Tie Y, Olubiyi O, Zhang F, Mehrtash A, Rigolo L, Kahali P, Norton I, Pasternak O, Rathi Y, Golby AJ, O'Donnell LJ. Corticospinal tract modeling for neurosurgical planning by tracking through regions of peritumoral edema and crossing fibers using two-tensor unscented Kalman filter tractography. Int J Comput Assist Radiol Surg. 2016 Aug; 11(8):1475-86. PMID: 26762104.
    Citations: 7     Fields:    Translation:Humans
  15. Chen Z, Tie Y, Olubiyi O, Rigolo L, Mehrtash A, Norton I, Pasternak O, Rathi Y, Golby AJ, O'Donnell LJ. Reconstruction of the arcuate fasciculus for surgical planning in the setting of peritumoral edema using two-tensor unscented Kalman filter tractography. Neuroimage Clin. 2015; 7:815-22. PMID: 26082890.
    Citations: 8     Fields:    Translation:HumansCellsCTClinical Trials
  16. Wang W, Dumoulin CL, Viswanathan AN, Tse ZT, Mehrtash A, Loew W, Norton I, Tokuda J, Seethamraju RT, Kapur T, Damato AL, Cormack RA, Schmidt EJ. Real-time active MR-tracking of metallic stylets in MR-guided radiation therapy. Magn Reson Med. 2015 May; 73(5):1803-11. PMID: 24903165.
    Citations: 6     Fields:    Translation:Animals
  17. Mehrtash A, Damato A, Pernelle G, Barber L, Farhat N, Viswanathan A, Cormack R, Kapur T. EM-Navigated Catheter Placement for Gynecologic Brachytherapy: An Accuracy Study. Proc SPIE Int Soc Opt Eng. 2014 Mar 12; 9036:90361F. PMID: 25076828.
    Citations: 1     
  18. Pernelle G, Mehrtash A, Barber L, Damato A, Wang W, Seethamraju RT, Schmidt E, Cormack RA, Wells W, Viswanathan A, Kapur T. Validation of catheter segmentation for MR-guided gynecologic cancer brachytherapy. Med Image Comput Comput Assist Interv. 2013; 16(Pt 3):380-7. PMID: 24505784.
    Citations: 3     Fields:    Translation:Humans
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.