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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. 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.
Machine Learning in Radiology: Applications Beyond Image Interpretation.
Lakhani P, Prater AB, Hutson RK, Andriole KP, Dreyer KJ, Morey J, Prevedello LM, Clark TJ, Geis JR, Itri JN, Hawkins CM. Lakhani P, et al. J Am Coll Radiol. 2018 Feb;15(2):350-359. doi: 10.1016/j.jacr.2017.09.044. Epub 2017 Nov 17. J Am Coll Radiol. 2018. PMID: 29158061
Hello World Deep Learning in Medical Imaging.
Lakhani P, Gray DL, Pett CR, Nagy P, Shih G. Lakhani P, et al. J Digit Imaging. 2018 Jun;31(3):283-289. doi: 10.1007/s10278-018-0079-6. J Digit Imaging. 2018. PMID: 29725961 Free PMC article. Review.
Crowdsourcing pneumothorax annotations using machine learning annotations on the NIH chest X-ray dataset.
Filice RW, Stein A, Wu CC, Arteaga VA, Borstelmann S, Gaddikeri R, Galperin-Aizenberg M, Gill RR, Godoy MC, Hobbs SB, Jeudy J, Lakhani PC, Laroia A, Nayak SM, Parekh MR, Prasanna P, Shah P, Vummidi D, Yaddanapudi K, Shih G. Filice RW, et al. Among authors: lakhani pc. J Digit Imaging. 2020 Apr;33(2):490-496. doi: 10.1007/s10278-019-00299-9. J Digit Imaging. 2020. PMID: 31768897 Free PMC article.
101 results