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Page 1
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
Bernard O, Lalande A, Zotti C, Cervenansky F, Yang X, Heng PA, Cetin I, Lekadir K, Camara O, Gonzalez Ballester MA, Sanroma G, Napel S, Petersen S, Tziritas G, Grinias E, Khened M, Kollerathu VA, Krishnamurthi G, Rohe MM, Pennec X, Sermesant M, Isensee F, Jager P, Maier-Hein KH, Full PM, Wolf I, Engelhardt S, Baumgartner CF, Koch LM, Wolterink JM, Isgum I, Jang Y, Hong Y, Patravali J, Jain S, Humbert O, Jodoin PM. Bernard O, et al. Among authors: baumgartner cf. IEEE Trans Med Imaging. 2018 Nov;37(11):2514-2525. doi: 10.1109/TMI.2018.2837502. Epub 2018 May 17. IEEE Trans Med Imaging. 2018. PMID: 29994302
Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies.
Koch LM, Rajchl M, Bai W, Baumgartner CF, Tong T, Passerat-Palmbach J, Aljabar P, Rueckert D, Koch LM, Rajchl M, Wenjia Bai, Baumgartner CF, Tong Tong, Passerat-Palmbach J, Aljabar P, Rueckert D, Bai W, Passerat-Palmbach J, Rajchl M, Tong T, Baumgartner CF, Koch LM, Rueckert D, Aljabar P. Koch LM, et al. Among authors: baumgartner cf. IEEE Trans Pattern Anal Mach Intell. 2018 Jul;40(7):1683-1696. doi: 10.1109/TPAMI.2017.2711020. Epub 2017 Aug 22. IEEE Trans Pattern Anal Mach Intell. 2018. PMID: 28841548 Free article.
K2S Challenge: From Undersampled K-Space to Automatic Segmentation.
Tolpadi AA, Bharadwaj U, Gao KT, Bhattacharjee R, Gassert FG, Luitjens J, Giesler P, Morshuis JN, Fischer P, Hein M, Baumgartner CF, Razumov A, Dylov D, Lohuizen QV, Fransen SJ, Zhang X, Tibrewala R, de Moura HL, Liu K, Zibetti MVW, Regatte R, Majumdar S, Pedoia V. Tolpadi AA, et al. Among authors: baumgartner cf. Bioengineering (Basel). 2023 Feb 18;10(2):267. doi: 10.3390/bioengineering10020267. Bioengineering (Basel). 2023. PMID: 36829761 Free PMC article.
Detection of Differences in Longitudinal Cartilage Thickness Loss Using a Deep-Learning Automated Segmentation Algorithm: Data From the Foundation for the National Institutes of Health Biomarkers Study of the Osteoarthritis Initiative.
Eckstein F, Chaudhari AS, Fuerst D, Gaisberger M, Kemnitz J, Baumgartner CF, Konukoglu E, Hunter DJ, Wirth W. Eckstein F, et al. Among authors: baumgartner cf. Arthritis Care Res (Hoboken). 2022 Jun;74(6):929-936. doi: 10.1002/acr.24539. Epub 2022 Apr 1. Arthritis Care Res (Hoboken). 2022. PMID: 33337584 Free PMC article.
19 results