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The 2021 SIIM-FISABIO-RSNA Machine Learning COVID-19 Challenge: Annotation and Standard Exam Classification of COVID-19 Chest Radiographs.
Lakhani P, Mongan J, Singhal C, Zhou Q, Andriole KP, Auffermann WF, Prasanna PM, Pham TX, Peterson M, Bergquist PJ, Cook TS, Ferraciolli SF, Corradi GCA, Takahashi MS, Workman CS, Parekh M, Kamel SI, Galant J, Mas-Sanchez A, Benítez EC, Sánchez-Valverde M, Jaques L, Panadero M, Vidal M, Culiañez-Casas M, Angulo-Gonzalez D, Langer SG, de la Iglesia-Vayá M, Shih G. Lakhani P, et al. Among authors: takahashi ms. J Digit Imaging. 2023 Feb;36(1):365-372. doi: 10.1007/s10278-022-00706-8. Epub 2022 Sep 28. J Digit Imaging. 2023. PMID: 36171520 Free PMC article.
Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19.
Li MD, Arun NT, Aggarwal M, Gupta S, Singh P, Little BP, Mendoza DP, Corradi GCA, Takahashi MS, Ferraciolli SF, Succi MD, Lang M, Bizzo BC, Dayan I, Kitamura FC, Kalpathy-Cramer J. Li MD, et al. Among authors: takahashi ms. Medicine (Baltimore). 2022 Jul 22;101(29):e29587. doi: 10.1097/MD.0000000000029587. Medicine (Baltimore). 2022. PMID: 35866818 Free PMC article.
Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19.
Li MD, Arun NT, Aggarwal M, Gupta S, Singh P, Little BP, Mendoza DP, Corradi GCA, Takahashi MS, Ferraciolli SF, Succi MD, Lang M, Bizzo BC, Dayan I, Kitamura FC, Kalpathy-Cramer J. Li MD, et al. Among authors: takahashi ms. medRxiv [Preprint]. 2020 Sep 18:2020.09.15.20195453. doi: 10.1101/2020.09.15.20195453. medRxiv. 2020. PMID: 32995811 Free PMC article. Updated. Preprint.
Automated Computed Tomography Lung Densitometry in Bronchiectasis Patients.
Sawamura MVY, Athanazio RA, Nucci MCNTM, Rached SZ, Cukier A, Stelmach R, Assuncao-Jr AN, Takahashi MS, Nomura CH. Sawamura MVY, et al. Among authors: takahashi ms. Arch Bronconeumol. 2022 Jun;58(6):510-512. doi: 10.1016/j.arbres.2021.04.015. Epub 2021 Apr 25. Arch Bronconeumol. 2022. PMID: 35312594 English, Spanish. No abstract available.
Imaging Review of Normal and Abnormal Skeletal Maturation.
Augusto ACL, Goes PCK, Flores DV, Costa MAF, Takahashi MS, Rodrigues ACO, Padula LC, Gasparetto TD, Nogueira-Barbosa MH, Aihara AY. Augusto ACL, et al. Among authors: takahashi ms. Radiographics. 2022 May-Jun;42(3):861-879. doi: 10.1148/rg.210088. Epub 2022 Feb 25. Radiographics. 2022. PMID: 35213260
Use of contrast-enhanced ultrasound in pediatrics.
Takahashi MS, Yamanari MGI, Suzuki L, Pedrosa ÉFNC, Lopes RI, Chammas MC. Takahashi MS, et al. Radiol Bras. 2021 Sep-Oct;54(5):321-328. doi: 10.1590/0100-3984.2020.0167. Radiol Bras. 2021. PMID: 34602668 Free PMC article. Review.
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