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Combining natural and artificial intelligence for robust automatic anatomy segmentation: Application in neck and thorax auto-contouring.
Udupa JK, Liu T, Jin C, Zhao L, Odhner D, Tong Y, Agrawal V, Pednekar G, Nag S, Kotia T, Goodman M, Wileyto EP, Mihailidis D, Lukens JN, Berman AT, Stambaugh J, Lim T, Chowdary R, Jalluri D, Jabbour SK, Kim S, Reyhan M, Robinson CG, Thorstad WL, Choi JI, Press R, Simone CB 2nd, Camaratta J, Owens S, Torigian DA. Udupa JK, et al. Among authors: pednekar g. Med Phys. 2022 Nov;49(11):7118-7149. doi: 10.1002/mp.15854. Epub 2022 Jul 27. Med Phys. 2022. PMID: 35833287 Free PMC article.
Image Quality and Segmentation.
Pednekar GV, Udupa JK, McLaughlin DJ, Wu X, Tong Y, Simone CB 2nd, Camaratta J, Torigian DA. Pednekar GV, et al. Proc SPIE Int Soc Opt Eng. 2018 Feb;10576:105762N. doi: 10.1117/12.2293622. Epub 2018 Mar 13. Proc SPIE Int Soc Opt Eng. 2018. PMID: 30111903 Free PMC article.
Auto-contouring via Automatic Anatomy Recognition of Organs at Risk in Head and Neck Cancer on CT images.
Wu X, Udupa JK, Tong Y, Odhner D, Pednekar GV, Simone CB 2nd, McLaughlin D, Apinorasethkul C, Lukens J, Mihailidis D, Shammo G, James P, Camaratta J, Torigian DA. Wu X, et al. Among authors: pednekar gv. Proc SPIE Int Soc Opt Eng. 2018 Feb;10576:1057617. doi: 10.1117/12.2293946. Epub 2018 Mar 13. Proc SPIE Int Soc Opt Eng. 2018. PMID: 30190629 Free PMC article.
AAR-RT - A system for auto-contouring organs at risk on CT images for radiation therapy planning: Principles, design, and large-scale evaluation on head-and-neck and thoracic cancer cases.
Wu X, Udupa JK, Tong Y, Odhner D, Pednekar GV, Simone CB 2nd, McLaughlin D, Apinorasethkul C, Apinorasethkul O, Lukens J, Mihailidis D, Shammo G, James P, Tiwari A, Wojtowicz L, Camaratta J, Torigian DA. Wu X, et al. Among authors: pednekar gv. Med Image Anal. 2019 May;54:45-62. doi: 10.1016/j.media.2019.01.008. Epub 2019 Jan 29. Med Image Anal. 2019. PMID: 30831357 Free PMC article.
Adipose tissue quantification and primary graft dysfunction after lung transplantation: The Lung Transplant Body Composition study.
Anderson MR, Udupa JK, Edwin E, Diamond JM, Singer JP, Kukreja J, Hays SR, Greenland JR, Ferrante A, Lippel M, Blue T, McBurnie A, Oyster M, Kalman L, Rushefski M, Wu C, Pednekar G, Liu W, Arcasoy S, Sonett J, D'Ovidio F, Bacchetta M, Newell JD, Torigian D, Cantu E, Farber DL, Giles JT, Tong Y, Palmer S, Ware LB, Hancock WW, Christie JD, Lederer DJ. Anderson MR, et al. Among authors: pednekar g. J Heart Lung Transplant. 2019 Dec;38(12):1246-1256. doi: 10.1016/j.healun.2019.08.013. Epub 2019 Aug 10. J Heart Lung Transplant. 2019. PMID: 31474492 Free PMC article.
Object recognition in medical images via anatomy-guided deep learning.
Jin C, Udupa JK, Zhao L, Tong Y, Odhner D, Pednekar G, Nag S, Lewis S, Poole N, Mannikeri S, Govindasamy S, Singh A, Camaratta J, Owens S, Torigian DA. Jin C, et al. Among authors: pednekar g. Med Image Anal. 2022 Oct;81:102527. doi: 10.1016/j.media.2022.102527. Epub 2022 Jun 25. Med Image Anal. 2022. PMID: 35830745
Anatomy-guided deep learning for object localization in medical images.
Jin C, Udupa JK, Zhao L, Tong Y, Odhner D, Pednekar G, Nag S, Lewis S, Poole N, Mannikeri S, Govindasamy S, Singh A, Camaratta J, Owens S, Torigian DA. Jin C, et al. Among authors: pednekar g. Proc SPIE Int Soc Opt Eng. 2022 Feb-Mar;12032:1203228. doi: 10.1117/12.2612566. Epub 2022 Apr 4. Proc SPIE Int Soc Opt Eng. 2022. PMID: 36860592 Free PMC article. No abstract available.
Auto-segmentation of thoracic brachial plexuses for radiation therapy planning.
Ilesanmi AE, Udupa JK, Tong Y, Liu T, Odhner D, Pednekar G, Nag S, Lewis S, Camaratta J, Owens S, Torigian DA. Ilesanmi AE, et al. Among authors: pednekar g. Proc SPIE Int Soc Opt Eng. 2023 Feb;12466:1246626. doi: 10.1117/12.2655159. Epub 2023 Apr 3. Proc SPIE Int Soc Opt Eng. 2023. PMID: 37260834 Free PMC article.
19 results