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Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound.
Lucassen RT, Jafari MH, Duggan NM, Jowkar N, Mehrtash A, Fischetti C, Bernier D, Prentice K, Duhaime EP, Jin M, Abolmaesumi P, Heslinga FG, Veta M, Duran-Mendicuti MA, Frisken S, Shyn PB, Golby AJ, Boyer E, Wells WM, Goldsmith AJ, Kapur T. Lucassen RT, et al. Among authors: mehrtash a. IEEE J Biomed Health Inform. 2023 Sep;27(9):4352-4361. doi: 10.1109/JBHI.2023.3282596. Epub 2023 Sep 6. IEEE J Biomed Health Inform. 2023. PMID: 37276107 Free PMC article.
Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy.
Mehrtash A, Ghafoorian M, Pernelle G, Ziaei A, Heslinga FG, Tuncali K, Fedorov A, Kikinis R, Tempany CM, Wells WM, Abolmaesumi P, Kapur T. Mehrtash A, et al. IEEE Trans Med Imaging. 2019 Apr;38(4):1026-1036. doi: 10.1109/TMI.2018.2876796. Epub 2018 Oct 18. IEEE Trans Med Imaging. 2019. PMID: 30334789 Free PMC article.
DeepInfer: Open-Source Deep Learning Deployment Toolkit for Image-Guided Therapy.
Mehrtash A, Pesteie M, Hetherington J, Behringer PA, Kapur T, Wells WM 3rd, Rohling R, Fedorov A, Abolmaesumi P. Mehrtash A, et al. Proc SPIE Int Soc Opt Eng. 2017 Feb 11;10135:101351K. doi: 10.1117/12.2256011. Epub 2017 Mar 3. Proc SPIE Int Soc Opt Eng. 2017. PMID: 28615794 Free PMC article.
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound.
Sedghi A, Mehrtash A, Jamzad A, Amalou A, Wells WM 3rd, Kapur T, Kwak JT, Turkbey B, Choyke P, Pinto P, Wood B, Xu S, Abolmaesumi P, Mousavi P. Sedghi A, et al. Among authors: mehrtash a. Int J Comput Assist Radiol Surg. 2020 Jul;15(7):1215-1223. doi: 10.1007/s11548-020-02172-5. Epub 2020 May 5. Int J Comput Assist Radiol Surg. 2020. PMID: 32372384 Free PMC article.
PEP: Parameter Ensembling by Perturbation.
Mehrtash A, Abolmaesumi P, Golland P, Kapur T, Wassermann D, Wells WM 3rd. Mehrtash A, et al. Adv Neural Inf Process Syst. 2020 Dec;33:8895-8906. Adv Neural Inf Process Syst. 2020. PMID: 36415583 Free PMC article.
Using the variogram for vector outlier screening: application to feature-based image registration.
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 3rd. Luo J, et al. Among authors: mehrtash a. Int J Comput Assist Radiol Surg. 2018 Dec;13(12):1871-1880. doi: 10.1007/s11548-018-1840-5. Epub 2018 Aug 10. Int J Comput Assist Radiol Surg. 2018. PMID: 30097956 Free PMC article. Review.
52 results