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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
MR Image Reconstruction Using Deep Density Priors.
Tezcan KC, Baumgartner CF, Luechinger R, Pruessmann KP, Konukoglu E. Tezcan KC, et al. Among authors: baumgartner cf. IEEE Trans Med Imaging. 2019 Jul;38(7):1633-1642. doi: 10.1109/TMI.2018.2887072. Epub 2018 Dec 17. IEEE Trans Med Imaging. 2019. PMID: 30571618
High-Resolution Self-Gated Dynamic Abdominal MRI Using Manifold Alignment.
Chen X, Usman M, Baumgartner CF, Balfour DR, Marsden PK, Reader AJ, Prieto C, King AP. Chen X, et al. Among authors: baumgartner cf. IEEE Trans Med Imaging. 2017 Apr;36(4):960-971. doi: 10.1109/TMI.2016.2636449. Epub 2017 Jan 20. IEEE Trans Med Imaging. 2017. PMID: 28113339 Free article.
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.
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.
39 results