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Performance of RAPID noncontrast CT stroke platform in large vessel occlusion and intracranial hemorrhage detection.
Yedavalli V, Heit JJ, Dehkharghani S, Haerian H, Mcmenamy J, Honce J, Timpone VM, Harnain C, Kesselman A, Filly A, Beardsley A, Sakamoto B, Song C, Montuori J, Navot B, Mena FV, Giurgiutiu DV, Kitamura F, Lima FO, Silva H, Mont'Alverne FJ, Albers G. Yedavalli V, et al. Among authors: kitamura f. Front Neurol. 2023 Nov 24;14:1324088. doi: 10.3389/fneur.2023.1324088. eCollection 2023. Front Neurol. 2023. PMID: 38156093 Free PMC article.
Decreasing false-positive detection of intracranial hemorrhage (ICH) using RAPID ICH 3.
Sreekrishnan A, Giurgiutiu DV, Kitamura F, Martinelli C, Abdala N, Haerian H, Dehkharghani S, Kwok K, Yedavalli V, Heit JJ. Sreekrishnan A, et al. Among authors: kitamura f. J Stroke Cerebrovasc Dis. 2023 Dec;32(12):107396. doi: 10.1016/j.jstrokecerebrovasdis.2023.107396. Epub 2023 Oct 24. J Stroke Cerebrovasc Dis. 2023. PMID: 37883825
Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.
Flanders AE, Prevedello LM, Shih G, Halabi SS, Kalpathy-Cramer J, Ball R, Mongan JT, Stein A, Kitamura FC, Lungren MP, Choudhary G, Cala L, Coelho L, Mogensen M, Morón F, Miller E, Ikuta I, Zohrabian V, McDonnell O, Lincoln C, Shah L, Joyner D, Agarwal A, Lee RK, Nath J; RSNA-ASNR 2019 Brain Hemorrhage CT Annotators. Flanders AE, et al. Among authors: kitamura fc. Radiol Artif Intell. 2020 Apr 29;2(3):e190211. doi: 10.1148/ryai.2020190211. eCollection 2020 May. Radiol Artif Intell. 2020. PMID: 33937827 Free PMC article.
Head CT deep learning model is highly accurate for early infarct estimation.
Gauriau R, Bizzo BC, Comeau DS, Hillis JM, Bridge CP, Chin JK, Pawar J, Pourvaziri A, Sesic I, Sharaf E, Cao J, Noro FTC, Wiggins WF, Caton MT, Kitamura F, Dreyer KJ, Kalafut JF, Andriole KP, Pomerantz SR, Gonzalez RG, Lev MH. Gauriau R, et al. Among authors: kitamura f. Sci Rep. 2023 Jan 5;13(1):189. doi: 10.1038/s41598-023-27496-5. Sci Rep. 2023. PMID: 36604467 Free PMC article.
Magician's Corner: 9. Performance Metrics for Machine Learning Models.
Erickson BJ, Kitamura F. Erickson BJ, et al. Among authors: kitamura f. Radiol Artif Intell. 2021 May 12;3(3):e200126. doi: 10.1148/ryai.2021200126. eCollection 2021 May. Radiol Artif Intell. 2021. PMID: 34136815 Free PMC article. No abstract available.
The RSNA Pulmonary Embolism CT Dataset.
Colak E, Kitamura FC, Hobbs SB, Wu CC, Lungren MP, Prevedello LM, Kalpathy-Cramer J, Ball RL, Shih G, Stein A, Halabi SS, Altinmakas E, Law M, Kumar P, Manzalawi KA, Nelson Rubio DC, Sechrist JW, Germaine P, Lopez EC, Amerio T, Gupta P, Jain M, Kay FU, Lin CT, Sen S, Revels JW, Brussaard CC, Mongan J; RSNA-STR Annotators and Dataset Curation Contributors. Colak E, et al. Radiol Artif Intell. 2021 Jan 20;3(2):e200254. doi: 10.1148/ryai.2021200254. eCollection 2021 Mar. Radiol Artif Intell. 2021. PMID: 33937862 Free PMC article.
205 results