Raghu VK - Search Results

1

Deep Learning to Predict Mortality After Cardiothoracic Surgery Using Preoperative Chest Radiographs.

Raghu VK, Moonsamy P, Sundt TM, Ong CS, Singh S, Cheng A, Hou M, Denning L, Gleason TG, Aguirre AD, Lu MT. Raghu VK, et al. Ann Thorac Surg. 2023 Jan;115(1):257-264. doi: 10.1016/j.athoracsur.2022.04.056. Epub 2022 May 21. Ann Thorac Surg. 2023. PMID: 35609650 Free PMC article.

2

Deep Learning Using Chest Radiographs to Identify High-Risk Smokers for Lung Cancer Screening Computed Tomography: Development and Validation of a Prediction Model.

Lu MT, Raghu VK, Mayrhofer T, Aerts HJWL, Hoffmann U. Lu MT, et al. Among authors: raghu vk. Ann Intern Med. 2020 Nov 3;173(9):704-713. doi: 10.7326/M20-1868. Epub 2020 Sep 1. Ann Intern Med. 2020. PMID: 32866413 Free PMC article.

3

Deep Learning to Estimate Biological Age From Chest Radiographs.

Raghu VK, Weiss J, Hoffmann U, Aerts HJWL, Lu MT. Raghu VK, et al. JACC Cardiovasc Imaging. 2021 Nov;14(11):2226-2236. doi: 10.1016/j.jcmg.2021.01.008. Epub 2021 Mar 17. JACC Cardiovasc Imaging. 2021. PMID: 33744131 Free PMC article.

4

Can deep learning classify stroke subtypes from chest X-rays?

Raghu VK, Lu MT. Raghu VK, et al. EBioMedicine. 2021 Aug;70:103517. doi: 10.1016/j.ebiom.2021.103517. Epub 2021 Aug 4. EBioMedicine. 2021. PMID: 34364166 Free PMC article. No abstract available.

5

Deep Learning to Optimize Candidate Selection for Lung Cancer CT Screening: Advancing the 2021 USPSTF Recommendations.

Lee JH, Lee D, Lu MT, Raghu VK, Park CM, Goo JM, Choi SH, Kim H. Lee JH, et al. Among authors: raghu vk. Radiology. 2022 Oct;305(1):209-218. doi: 10.1148/radiol.212877. Epub 2022 Jun 14. Radiology. 2022. PMID: 35699582

6

Validation of a Deep Learning-Based Model to Predict Lung Cancer Risk Using Chest Radiographs and Electronic Medical Record Data.

Raghu VK, Walia AS, Zinzuwadia AN, Goiffon RJ, Shepard JO, Aerts HJWL, Lennes IT, Lu MT. Raghu VK, et al. JAMA Netw Open. 2022 Dec 1;5(12):e2248793. doi: 10.1001/jamanetworkopen.2022.48793. JAMA Netw Open. 2022. PMID: 36576736 Free PMC article.

7

Deep Learning Analysis of Chest Radiographs to Triage Patients with Acute Chest Pain Syndrome.

Kolossváry M, Raghu VK, Nagurney JT, Hoffmann U, Lu MT. Kolossváry M, et al. Among authors: raghu vk. Radiology. 2023 Feb;306(2):e221926. doi: 10.1148/radiol.221926. Epub 2023 Jan 17. Radiology. 2023. PMID: 36648346 Free PMC article.

8

Deep learning to estimate lung disease mortality from chest radiographs.

Weiss J, Raghu VK, Bontempi D, Christiani DC, Mak RH, Lu MT, Aerts HJWL. Weiss J, et al. Among authors: raghu vk. Nat Commun. 2023 May 16;14(1):2797. doi: 10.1038/s41467-023-37758-5. Nat Commun. 2023. PMID: 37193717 Free PMC article.

9

Chest Radiographs: A New Form of Identification?

Raghu VK, Lu MT. Raghu VK, et al. Radiol Artif Intell. 2023 Nov 22;5(6):e230397. doi: 10.1148/ryai.230397. eCollection 2023 Nov. Radiol Artif Intell. 2023. PMID: 38074776 Free PMC article. No abstract available.

10

Deep learning analysis of epicardial adipose tissue to predict cardiovascular risk in heavy smokers.

Foldyna B, Hadzic I, Zeleznik R, Langenbach MC, Raghu VK, Mayrhofer T, Lu MT, Aerts HJWL. Foldyna B, et al. Among authors: raghu vk. Commun Med (Lond). 2024 Mar 13;4(1):44. doi: 10.1038/s43856-024-00475-1. Commun Med (Lond). 2024. PMID: 38480863 Free PMC article.

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