Summers RM - Search Results

1

Generalized Zero-Shot Chest X-Ray Diagnosis Through Trait-Guided Multi-View Semantic Embedding With Self-Training.

Paul A, Shen TC, Lee S, Balachandar N, Peng Y, Lu Z, Summers RM. Paul A, et al. Among authors: summers rm. IEEE Trans Med Imaging. 2021 Oct;40(10):2642-2655. doi: 10.1109/TMI.2021.3054817. Epub 2021 Sep 30. IEEE Trans Med Imaging. 2021. PMID: 33523805

2

COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature.

Peng Y, Tang YX, Lee S, Zhu Y, Summers RM, Lu Z. Peng Y, et al. Among authors: summers rm. ArXiv. 2020 Jun 11:arXiv:2006.06177v1. Preprint. ArXiv. 2020. PMID: 32550254 Free PMC article.

3

Atherosclerotic Plaque Burden on Abdominal CT: Automated Assessment With Deep Learning on Noncontrast and Contrast-enhanced Scans.

Summers RM, Elton DC, Lee S, Zhu Y, Liu J, Bagheri M, Sandfort V, Grayson PC, Mehta NN, Pinto PA, Linehan WM, Perez AA, Graffy PM, O'Connor SD, Pickhardt PJ. Summers RM, et al. Acad Radiol. 2021 Nov;28(11):1491-1499. doi: 10.1016/j.acra.2020.08.022. Epub 2020 Sep 18. Acad Radiol. 2021. PMID: 32958429

4

The Medical Segmentation Decathlon.

Antonelli M, Reinke A, Bakas S, Farahani K, Kopp-Schneider A, Landman BA, Litjens G, Menze B, Ronneberger O, Summers RM, van Ginneken B, Bilello M, Bilic P, Christ PF, Do RKG, Gollub MJ, Heckers SH, Huisman H, Jarnagin WR, McHugo MK, Napel S, Pernicka JSG, Rhode K, Tobon-Gomez C, Vorontsov E, Meakin JA, Ourselin S, Wiesenfarth M, Arbeláez P, Bae B, Chen S, Daza L, Feng J, He B, Isensee F, Ji Y, Jia F, Kim I, Maier-Hein K, Merhof D, Pai A, Park B, Perslev M, Rezaiifar R, Rippel O, Sarasua I, Shen W, Son J, Wachinger C, Wang L, Wang Y, Xia Y, Xu D, Xu Z, Zheng Y, Simpson AL, Maier-Hein L, Cardoso MJ. Antonelli M, et al. Among authors: summers rm. Nat Commun. 2022 Jul 15;13(1):4128. doi: 10.1038/s41467-022-30695-9. Nat Commun. 2022. PMID: 35840566 Free PMC article.

5

Fifty years of SPIE Medical Imaging proceedings papers.

Nishikawa RM, Deserno TM, Madabhushi A, Krupinski EA, Summers RM, Hoeschen C, Mello-Thoms C, Myers KJ, Kupinski MA, Siewerdsen JH. Nishikawa RM, et al. Among authors: summers rm. J Med Imaging (Bellingham). 2022 Feb;9(Suppl 1):012207. doi: 10.1117/1.JMI.9.S1.012207. Epub 2022 Jun 23. J Med Imaging (Bellingham). 2022. PMID: 35761820 Free PMC article.

6

Confounding factors need to be accounted for in assessing bias by machine learning algorithms.

Mukherjee P, Shen TC, Liu J, Mathai T, Shafaat O, Summers RM. Mukherjee P, et al. Among authors: summers rm. Nat Med. 2022 Jun;28(6):1159-1160. doi: 10.1038/s41591-022-01847-7. Epub 2022 Jun 16. Nat Med. 2022. PMID: 35710994 No abstract available.

7

SPIE Computer-Aided Diagnosis conference anniversary review.

Summers RM, Giger ML. Summers RM, et al. J Med Imaging (Bellingham). 2022 Feb;9(Suppl 1):012208. doi: 10.1117/1.JMI.9.S1.012208. Epub 2022 May 19. J Med Imaging (Bellingham). 2022. PMID: 35607354

8

Unsupervised Domain Adaptation for Small Bowel Segmentation using Disentangled Representation.

Shin SY, Lee S, Summers RM. Shin SY, et al. Among authors: summers rm. Med Image Comput Comput Assist Interv. 2021 Sep-Oct;12903:282-292. doi: 10.1007/978-3-030-87199-4_27. Epub 2021 Sep 21. Med Image Comput Comput Assist Interv. 2021. PMID: 35601480

9

Fully Automated Abdominal CT Biomarkers for Type 2 Diabetes Using Deep Learning.

Tallam H, Elton DC, Lee S, Wakim P, Pickhardt PJ, Summers RM. Tallam H, et al. Among authors: summers rm. Radiology. 2022 Jul;304(1):85-95. doi: 10.1148/radiol.211914. Epub 2022 Apr 5. Radiology. 2022. PMID: 35380492

10

Assessment of Aortoiliac Atherosclerotic Plaque on CT in Prostate Cancer Patients Undergoing Treatment.

Lee S, Elton DC, Gulley JL, Pickhardt PJ, Dahut WL, Madan RA, Pinto PA, Citrin DE, Summers RM. Lee S, et al. Among authors: summers rm. Tomography. 2022 Mar 1;8(2):607-616. doi: 10.3390/tomography8020050. Tomography. 2022. PMID: 35314627 Free PMC article.

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