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Validation of machine learning models for estimation of left ventricular ejection fraction on point-of-care ultrasound: insights on features that impact performance.
Luong CL, Jafari MH, Behnami D, Shah YR, Straatman L, Van Woudenberg N, Christoff L, Gwadry N, Hawkins NM, Sayre EC, Yeung D, Tsang M, Gin K, Jue J, Nair P, Abolmaesumi P, Tsang T. Luong CL, et al. Among authors: jafari mh. Echo Res Pract. 2024 Mar 28;11(1):9. doi: 10.1186/s44156-024-00043-2. Echo Res Pract. 2024. PMID: 38539236 Free PMC article.
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: jafari mh. 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
U-LanD: Uncertainty-Driven Video Landmark Detection.
Jafari MH, Luong C, Tsang M, Gu AN, Van Woudenberg N, Rohling R, Tsang T, Abolmaesumi P. Jafari MH, et al. IEEE Trans Med Imaging. 2022 Apr;41(4):793-804. doi: 10.1109/TMI.2021.3123547. Epub 2022 Apr 1. IEEE Trans Med Imaging. 2022. PMID: 34705639
Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study.
Javadi G, Samadi S, Bayat S, Pesteie M, Jafari MH, Sojoudi S, Kesch C, Hurtado A, Chang S, Mousavi P, Black P, Abolmaesumi P. Javadi G, et al. Among authors: jafari mh. Int J Comput Assist Radiol Surg. 2020 Jun;15(6):1023-1031. doi: 10.1007/s11548-020-02168-1. Epub 2020 Apr 30. Int J Comput Assist Radiol Surg. 2020. PMID: 32356095
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN.
Jafari MH, Girgis H, Van Woudenberg N, Moulson N, Luong C, Fung A, Balthazaar S, Jue J, Tsang M, Nair P, Gin K, Rohling R, Abolmaesumi P, Tsang T. Jafari MH, et al. Int J Comput Assist Radiol Surg. 2020 May;15(5):877-886. doi: 10.1007/s11548-020-02141-y. Epub 2020 Apr 20. Int J Comput Assist Radiol Surg. 2020. PMID: 32314226
Dense pooling layers in fully convolutional network for skin lesion segmentation.
Nasr-Esfahani E, Rafiei S, Jafari MH, Karimi N, Wrobel JS, Samavi S, Reza Soroushmehr SM. Nasr-Esfahani E, et al. Among authors: jafari mh. Comput Med Imaging Graph. 2019 Dec;78:101658. doi: 10.1016/j.compmedimag.2019.101658. Epub 2019 Oct 7. Comput Med Imaging Graph. 2019. PMID: 31634739
Distinct genetic variation and heterogeneity of the Iranian population.
Mehrjoo Z, Fattahi Z, Beheshtian M, Mohseni M, Poustchi H, Ardalani F, Jalalvand K, Arzhangi S, Mohammadi Z, Khoshbakht S, Najafi F, Nikuei P, Haddadi M, Zohrehvand E, Oladnabi M, Mohammadzadeh A, Jafari MH, Akhtarkhavari T, Gooshki ES, Haghdoost A, Najafipour R, Niestroj LM, Helwing B, Gossmann Y, Toliat MR, Malekzadeh R, Nürnberg P, Kahrizi K, Najmabadi H, Nothnagel M. Mehrjoo Z, et al. Among authors: jafari mh. PLoS Genet. 2019 Sep 24;15(9):e1008385. doi: 10.1371/journal.pgen.1008385. eCollection 2019 Sep. PLoS Genet. 2019. PMID: 31550250 Free PMC article.
13 results