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Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs.
Busch F, Xu L, Sushko D, Weidlich M, Truhn D, Müller-Franzes G, Heimer MM, Niehues SM, Makowski MR, Hinsche M, Vahldiek JL, Aerts HJ, Adams LC, Bressem KK. Busch F, et al. Among authors: aerts hj. Comput Methods Programs Biomed. 2023 Jun;234:107505. doi: 10.1016/j.cmpb.2023.107505. Epub 2023 Mar 22. Comput Methods Programs Biomed. 2023. PMID: 37003043
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.
What Does DALL-E 2 Know About Radiology?
Adams LC, Busch F, Truhn D, Makowski MR, Aerts HJWL, Bressem KK. Adams LC, et al. J Med Internet Res. 2023 Mar 16;25:e43110. doi: 10.2196/43110. J Med Internet Res. 2023. PMID: 36927634 Free PMC article.
Multi-institutional Prognostic Modeling in Head and Neck Cancer: Evaluating Impact and Generalizability of Deep Learning and Radiomics.
Kazmierski M, Welch M, Kim S, McIntosh C, Rey-McIntyre K, Huang SH, Patel T, Tadic T, Milosevic M, Liu FF, Ryczkowski A, Kazmierska J, Ye Z, Plana D, Aerts HJWL, Kann BH, Bratman SV, Hope AJ, Haibe-Kains B. Kazmierski M, et al. Cancer Res Commun. 2023 Jun 29;3(6):1140-1151. doi: 10.1158/2767-9764.CRC-22-0152. eCollection 2023 Jun. Cancer Res Commun. 2023. PMID: 37397861 Free PMC article.
End-to-end reproducible AI pipelines in radiology using the cloud.
Bontempi D, Nuernberg L, Pai S, Krishnaswamy D, Thiriveedhi V, Hosny A, Mak RH, Farahani K, Kikinis R, Fedorov A, Aerts HJWL. Bontempi D, et al. Among authors: aerts hjwl. Nat Commun. 2024 Aug 13;15(1):6931. doi: 10.1038/s41467-024-51202-2. Nat Commun. 2024. PMID: 39138215 Free PMC article.
215 results