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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: shih g. 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.
The RSNA Pediatric Bone Age Machine Learning Challenge.
Halabi SS, Prevedello LM, Kalpathy-Cramer J, Mamonov AB, Bilbily A, Cicero M, Pan I, Pereira LA, Sousa RT, Abdala N, Kitamura FC, Thodberg HH, Chen L, Shih G, Andriole K, Kohli MD, Erickson BJ, Flanders AE. Halabi SS, et al. Among authors: shih g. Radiology. 2019 Feb;290(2):498-503. doi: 10.1148/radiol.2018180736. Epub 2018 Nov 27. Radiology. 2019. PMID: 30480490 Free PMC article.
The RSNA International COVID-19 Open Radiology Database (RICORD).
Tsai EB, Simpson S, Lungren MP, Hershman M, Roshkovan L, Colak E, Erickson BJ, Shih G, Stein A, Kalpathy-Cramer J, Shen J, Hafez M, John S, Rajiah P, Pogatchnik BP, Mongan J, Altinmakas E, Ranschaert ER, Kitamura FC, Topff L, Moy L, Kanne JP, Wu CC. Tsai EB, et al. Among authors: shih g. Radiology. 2021 Apr;299(1):E204-E213. doi: 10.1148/radiol.2021203957. Epub 2021 Jan 5. Radiology. 2021. PMID: 33399506 Free PMC article.
Augmenting the National Institutes of Health Chest Radiograph Dataset with Expert Annotations of Possible Pneumonia.
Shih G, Wu CC, Halabi SS, Kohli MD, Prevedello LM, Cook TS, Sharma A, Amorosa JK, Arteaga V, Galperin-Aizenberg M, Gill RR, Godoy MCB, Hobbs S, Jeudy J, Laroia A, Shah PN, Vummidi D, Yaddanapudi K, Stein A. Shih G, et al. Radiol Artif Intell. 2019 Jan 30;1(1):e180041. doi: 10.1148/ryai.2019180041. eCollection 2019 Jan. Radiol Artif Intell. 2019. PMID: 33937785 Free PMC article.
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. Among authors: shih g. 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.
Erratum: 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: shih g. Radiol Artif Intell. 2020 Jul 29;2(4):e209002. doi: 10.1148/ryai.2020209002. eCollection 2020 Jul. Radiol Artif Intell. 2020. PMID: 33939782 Free PMC article.
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: shih g. 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.
Lessons Learned in Building Expertly Annotated Multi-Institution Datasets and Hosting the RSNA AI Challenges.
Kitamura FC, Prevedello LM, Colak E, Halabi SS, Lungren MP, Ball RL, Kalpathy-Cramer J, Kahn CE Jr, Richards T, Talbott JF, Shih G, Lin HM, Andriole KP, Vazirabad M, Erickson BJ, Flanders AE, Mongan J. Kitamura FC, et al. Among authors: shih g. Radiol Artif Intell. 2024 May;6(3):e230227. doi: 10.1148/ryai.230227. Radiol Artif Intell. 2024. PMID: 38477659
148 results