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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: lungren mp. Radiol Artif Intell. 2024 May;6(3):e230227. doi: 10.1148/ryai.230227. Radiol Artif Intell. 2024. PMID: 38477659 Free PMC article.
Cross-Modal Data Programming Enables Rapid Medical Machine Learning.
Dunnmon JA, Ratner AJ, Saab K, Khandwala N, Markert M, Sagreiya H, Goldman R, Lee-Messer C, Lungren MP, Rubin DL, Ré C. Dunnmon JA, et al. Among authors: lungren mp. Patterns (N Y). 2020 May 8;1(2):100019. doi: 10.1016/j.patter.2020.100019. Epub 2020 Apr 28. Patterns (N Y). 2020. PMID: 32776018 Free PMC article.
Machine Learning for the Interventional Radiologist.
Meek RD, Lungren MP, Gichoya JW. Meek RD, et al. Among authors: lungren mp. AJR Am J Roentgenol. 2019 Oct;213(4):782-784. doi: 10.2214/AJR.19.21527. Epub 2019 Jun 5. AJR Am J Roentgenol. 2019. PMID: 31166764
Deep Learning for Pediatric Posterior Fossa Tumor Detection and Classification: A Multi-Institutional Study.
Quon JL, Bala W, Chen LC, Wright J, Kim LH, Han M, Shpanskaya K, Lee EH, Tong E, Iv M, Seekins J, Lungren MP, Braun KRM, Poussaint TY, Laughlin S, Taylor MD, Lober RM, Vogel H, Fisher PG, Grant GA, Ramaswamy V, Vitanza NA, Ho CY, Edwards MSB, Cheshier SH, Yeom KW. Quon JL, et al. Among authors: lungren mp. AJNR Am J Neuroradiol. 2020 Sep;41(9):1718-1725. doi: 10.3174/ajnr.A6704. Epub 2020 Aug 13. AJNR Am J Neuroradiol. 2020. PMID: 32816765 Free PMC article.
123 results