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Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation.
Hoebel KV, Bridge CP, Ahmed S, Akintola O, Chung C, Huang RY, Johnson JM, Kim A, Ly KI, Chang K, Patel J, Pinho M, Batchelor TT, Rosen BR, Gerstner ER, Kalpathy-Cramer J. Hoebel KV, et al. Among authors: bridge cp. Radiol Artif Intell. 2024 Jan;6(1):e220231. doi: 10.1148/ryai.220231. Radiol Artif Intell. 2024. PMID: 38197800 Free PMC article. Clinical Trial.
Population-Scale CT-based Body Composition Analysis of a Large Outpatient Population Using Deep Learning to Derive Age-, Sex-, and Race-specific Reference Curves.
Magudia K, Bridge CP, Bay CP, Babic A, Fintelmann FJ, Troschel FM, Miskin N, Wrobel WC, Brais LK, Andriole KP, Wolpin BM, Rosenthal MH. Magudia K, et al. Among authors: bridge cp. Radiology. 2021 Feb;298(2):319-329. doi: 10.1148/radiol.2020201640. Epub 2020 Nov 24. Radiology. 2021. PMID: 33231527 Free PMC article.
Utility of Normalized Body Composition Areas, Derived From Outpatient Abdominal CT Using a Fully Automated Deep Learning Method, for Predicting Subsequent Cardiovascular Events.
Magudia K, Bridge CP, Bay CP, Farah S, Babic A, Fintelmann FJ, Brais LK, Andriole KP, Wolpin BM, Rosenthal MH. Magudia K, et al. Among authors: bridge cp. AJR Am J Roentgenol. 2023 Feb;220(2):236-244. doi: 10.2214/AJR.22.27977. Epub 2022 Aug 31. AJR Am J Roentgenol. 2023. PMID: 36043607
Improving the repeatability of deep learning models with Monte Carlo dropout.
Lemay A, Hoebel K, Bridge CP, Befano B, De Sanjosé S, Egemen D, Rodriguez AC, Schiffman M, Campbell JP, Kalpathy-Cramer J. Lemay A, et al. Among authors: bridge cp. NPJ Digit Med. 2022 Nov 18;5(1):174. doi: 10.1038/s41746-022-00709-3. NPJ Digit Med. 2022. PMID: 36400939 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: bridge cp. Sci Rep. 2023 Jan 5;13(1):189. doi: 10.1038/s41598-023-27496-5. Sci Rep. 2023. PMID: 36604467 Free PMC article.
34 results