Medizinische Universität Graz - Research portal
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** = Publications listed in SCI/SSCI/Pubmed
2025
Full paper/article (Journal)
** Koziński, M; Oner, D; Gwizdała, J; Beigelman-Aubry, C; Fua, P; Koutsokera, A; Casutt, A; Vraka, A; De, Palma, M; Aubert, JD; Bischof, H; von, Garnier, C; Rahi, SJ; Urschler, M; Mansouri, N
Harnessing deep learning to detect bronchiolitis obliterans syndrome from chest CT.
Commun Med (Lond). 2025; 5(1): 18
Doi: 10.1038/s43856-025-00732-x
[OPEN ACCESS]
Web of Science
PubMed
FullText
FullText_MUG
2023
Full paper/article (Journal)
** Oner, D; Garin, A; Kozinski, M; Hess, K; Fua, P
Persistent Homology With Improved Locality Information for More Effective Delineation.
IEEE Trans Pattern Anal Mach Intell. 2023; 45(8): 10588-10595.
Doi: 10.1109/TPAMI.2023.3246921
Web of Science
PubMed
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FullText_MUG
2022
Full paper/article (Journal)
** Oner, D; Kozinski, M; Citraro, L; Dadap, NC; Konings, AG; Fua, P
Promoting Connectivity of Network-Like Structures by Enforcing Region Separation.
IEEE Trans Pattern Anal Mach Intell. 2022; 44(9): 5401-5413.
Doi: 10.1109/TPAMI.2021.3074366
Web of Science
PubMed
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** Oner, D; Kozinski, M; Citraro, L; Fua, P
Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate.
IEEE Trans Med Imaging. 2022; 41(12): 3675-3685.
Doi: 10.1109/TMI.2022.3193072
Web of Science
PubMed
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FullText_MUG
2020
Full paper/article (Journal)
** Dietler, N; Minder, M; Gligorovski, V; Economou, AM; Joly, DAHL; Sadeghi, A; Chan, CHM; Koziński, M; Weigert, M; Bitbol, AF; Rahi, SJ
A convolutional neural network segments yeast microscopy images with high accuracy.
Nat Commun. 2020; 11(1): 5723
Doi: 10.1038/s41467-020-19557-4
[OPEN ACCESS]
Web of Science
PubMed
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FullText_MUG
** Koziński, M; Mosinska, A; Salzmann, M; Fua, P
Tracing in 2D to reduce the annotation effort for 3D deep delineation of linear structures.
Med Image Anal. 2020; 60: 101590
Doi: 10.1016/j.media.2019.101590
Web of Science
PubMed
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** Mosinska, A; Kozinski, M; Fua, P
Joint Segmentation and Path Classification of Curvilinear Structures.
IEEE Trans Pattern Anal Mach Intell. 2020; 42(6): 1515-1521.
Doi: 10.1109/TPAMI.2019.2921327
Web of Science
PubMed
FullText
FullText_MUG