http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Upschulte, E. (Corresponding author)FZJ* ; Harmeling, S. ; Amunts, K.FZJ* ; Dickscheid, T.FZJ*
Contour proposal networks for biomedical instance segmentation
Medical image analysis 77, 102371 - (2022) [10.1016/j.media.2022.102371]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Schiffer, C. (Corresponding author)FZJ* ; Amunts, K.FZJ* ; Harmeling, S. ; Dickscheid, T.FZJ*
Contrastive Representation Learning For Whole Brain Cytoarchitectonic Mapping In Histological Human Brain Sections
20212021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) : [Proceedings] - IEEE, 2021. - ISBN 978-1-6654-1246-9 - doi:10.1109/ISBI48211.2021.9433986
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), NiceNice, France, 13 Apr 2021 - 16 Apr 20212021-04-132021-04-16 IEEE 603-606 (2021) [10.1109/ISBI48211.2021.9433986]2021   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint/Book Schiffer, C. (Corresponding author)FZJ* ; Amunts, K.FZJ* ; Harmeling, S. ; Dickscheid, T.FZJ*
2D Histology Meets 3D Topology: Cytoarchitectonic Brain Mapping with Graph Neural Networks
Cham : Springer International Publishing, Lecture Notes in Computer Science 12908, (2021) [10.1007/978-3-030-87237-3_38]2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schiffer, C. (Corresponding author)FZJ* ; Spitzer, H. ; Kiwitz, K.FZJ* ; Unger, N.FZJ* ; Wagstyl, K. ; Evans, A. C. ; Harmeling, S. ; Amunts, K.FZJ* ; Dickscheid, T.FZJ*
Convolutional neural networks for cytoarchitectonic brain mapping at large scale
NeuroImage 240, 118327 - (2021) [10.1016/j.neuroimage.2021.118327]2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Schiffer, C. (Corresponding author)FZJ* ; Schuhmacher, L. ; Amunts, K.FZJ* ; Dickscheid, T.FZJ*
Learning to predict cutting angles from histological humanbrain sections
2021MIDL 2021
Medical Imaging with Deep Learning, LübeckLübeck, Germany, 7 Jul 2021 - 9 Jul 20212021-07-072021-07-09 3 pp. (2021)2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Kiwitz, K. (Corresponding author)FZJ* ; Schiffer, C.FZJ* ; Spitzer, H. ; Dickscheid, T.FZJ* ; Amunts, K.FZJ*
Deep learning networks reflect cytoarchitectonic features used in brain mapping
Scientific Report 10, 22039 (2020) [10.1038/s41598-020-78638-y]2020   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (Other) Huysegoms, M. (Corresponding author)FZJ* ; Oliveira, S.FZJ* ; Bludau, S.FZJ* ; Amunts, K.FZJ* ; Dickscheid, T.FZJ*
Aligning Images of Large Human Brain Sections on a Cellular Level using Bisected Cells
20192019 Annual Meeting of the Organization of Human Brain Mapping (OHBM), RomeRome, Italy, 9 Jun 2019 - 13 Jun 20192019-06-092019-06-13   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Dickscheid, T. (Corresponding author)FZJ* ; Haas, S.FZJ* ; Bludau, S.FZJ* ; Glock, P.FZJ* ; Huysegoms, M.FZJ* ; Amunts, K.FZJ*
Towards 3D reconstruction of neuronal cell distributions from histological human brain sections
2019HPCC proceedings
Braincomp 2019, CetraroCetraro, Italy, 15 Jul 2019 - 19 Jul 20192019-07-152019-07-19 IOS press 1-17 (2019)2019   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Spitzer, H. (Corresponding author)FZJ* ; Kiwitz, K.FZJ* ; Amunts, K.FZJ* ; Harmeling, S. ; Dickscheid, T.FZJ*
Improving Cytoarchitectonic Segmentation of Human Brain Areas with Self-supervised Siamese Networks
2018MICCAI 2018
21st Conference on Medical Image Computing & Computer Assisted Intervention, GranadaGranada, Spain, 16 Sep 2018 - 20 Sep 20182018-09-162018-09-20 Elsevier 1-9 (2018)2018   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract Spitzer, H. (Corresponding author)FZJ* ; Amunts, K.FZJ* ; Harmeling, S. ; Dickscheid, T.FZJ*
Compact feature representations for human brain cytoarchitecture using self-supervised learning
2018International Conference on Medical Imaging with Deep Learning (MIDL), AmsterdamAmsterdam, Netherlands, 4 Jul 2018 - 6 Jul 20182018-07-042018-07-06   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Spitzer, H. (Corresponding author)FZJ* ; Amunts, K.FZJ* ; Harmeling, S. ; Dickscheid, T.FZJ*
Parcellation of visual cortex on high-resolution histological brain sections using convolutional neural networks
20172017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), MelbourneMelbourne, Australia, 18 Apr 2017 - 21 Apr 20172017-04-182017-04-21 IEEE 920-923 (2017) [10.1109/ISBI.2017.7950666]2017   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Amunts, K. (Corresponding author)FZJ* ; Lepage, C. ; Borgeat, L. ; Mohlberg, H.FZJ* ; Dickscheid, T.FZJ* ; Rousseau, M.-E. ; Bludau, S.FZJ* ; Bazin, P.-L. ; Lewis, L. B. ; Oros-Peusquens, A.-M.FZJ* ; Shah, N. J.FZJ* ; Lippert, T.FZJ* ; Zilles, K.FZJ* ; Evans, A. C.
BigBrain: An Ultrahigh-Resolution 3D Human Brain Model
Science 340(6139), 1472 - 1475 (2013) [10.1126/science.1235381]2013   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS