Rubin DL - Search Results

1

Machine Learning-Enabled Multimodal Fusion of Intra-Atrial and Body Surface Signals in Prediction of Atrial Fibrillation Ablation Outcomes.

Tang S, Razeghi O, Kapoor R, Alhusseini MI, Fazal M, Rogers AJ, Rodrigo Bort M, Clopton P, Wang PJ, Rubin DL, Narayan SM, Baykaner T. Tang S, et al. Among authors: rubin dl. Circ Arrhythm Electrophysiol. 2022 Aug;15(8):e010850. doi: 10.1161/CIRCEP.122.010850. Epub 2022 Jul 22. Circ Arrhythm Electrophysiol. 2022. PMID: 35867397 Free PMC article.

2

Comparison of segmentation-free and segmentation-dependent computer-aided diagnosis of breast masses on a public mammography dataset.

Sawyer Lee R, Dunnmon JA, He A, Tang S, Ré C, Rubin DL. Sawyer Lee R, et al. Among authors: rubin dl. J Biomed Inform. 2021 Jan;113:103656. doi: 10.1016/j.jbi.2020.103656. Epub 2020 Dec 11. J Biomed Inform. 2021. PMID: 33309994 Free PMC article.

3

Data valuation for medical imaging using Shapley value and application to a large-scale chest X-ray dataset.

Tang S, Ghorbani A, Yamashita R, Rehman S, Dunnmon JA, Zou J, Rubin DL. Tang S, et al. Among authors: rubin dl. Sci Rep. 2021 Apr 16;11(1):8366. doi: 10.1038/s41598-021-87762-2. Sci Rep. 2021. PMID: 33863957 Free PMC article.

4

Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients.

Tariq A, Tang S, Sakhi H, Celi LA, Newsome JM, Rubin DL, Trivedi H, Gichoya JW, Banerjee I. Tariq A, et al. Among authors: rubin dl. J Med Imaging (Bellingham). 2023 May;10(3):034004. doi: 10.1117/1.JMI.10.3.034004. Epub 2023 Jun 28. J Med Imaging (Bellingham). 2023. PMID: 37388280

5

Towards trustworthy seizure onset detection using workflow notes.

Saab K, Tang S, Taha M, Lee-Messer C, Ré C, Rubin DL. Saab K, et al. Among authors: rubin dl. NPJ Digit Med. 2024 Feb 21;7(1):42. doi: 10.1038/s41746-024-01008-9. NPJ Digit Med. 2024. PMID: 38383884 Free PMC article.

6

Deep Learning in Neuroradiology.

Zaharchuk G, Gong E, Wintermark M, Rubin D, Langlotz CP. Zaharchuk G, et al. AJNR Am J Neuroradiol. 2018 Oct;39(10):1776-1784. doi: 10.3174/ajnr.A5543. Epub 2018 Feb 1. AJNR Am J Neuroradiol. 2018. PMID: 29419402 Free PMC article. Review.

7

A Scalable Machine Learning Approach for Inferring Probabilistic US-LI-RADS Categorization.

Banerjee I, Choi HH, Desser T, Rubin DL. Banerjee I, et al. Among authors: rubin dl. AMIA Annu Symp Proc. 2018 Dec 5;2018:215-224. eCollection 2018. AMIA Annu Symp Proc. 2018. PMID: 30815059 Free PMC article.

8

Point Shear Wave Elastography Using Machine Learning to Differentiate Renal Cell Carcinoma and Angiomyolipoma.

Sagreiya H, Akhbardeh A, Li D, Sigrist R, Chung BI, Sonn GA, Tian L, Rubin DL, Willmann JK. Sagreiya H, et al. Among authors: rubin dl. Ultrasound Med Biol. 2019 Aug;45(8):1944-1954. doi: 10.1016/j.ultrasmedbio.2019.04.009. Epub 2019 May 25. Ultrasound Med Biol. 2019. PMID: 31133445 Free PMC article.

9

Preparing Medical Imaging Data for Machine Learning.

Willemink MJ, Koszek WA, Hardell C, Wu J, Fleischmann D, Harvey H, Folio LR, Summers RM, Rubin DL, Lungren MP. Willemink MJ, et al. Among authors: rubin dl. Radiology. 2020 Apr;295(1):4-15. doi: 10.1148/radiol.2020192224. Epub 2020 Feb 18. Radiology. 2020. PMID: 32068507 Free PMC article.

10

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: rubin dl. 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.

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