Publications
Scientific publications from the BRAINTWIN project and related work by consortium members.
The BRAINTWIN project has started in 2026. Publications from the project will be listed here as they become available.
Below are key related publications from consortium members.
Related Publications by Consortium Members
2024
Federated brain tumor segmentation: An extensive benchmark
Manthe M, Duffner S, Lartizien C
Medical Image Analysis, vol. 97, p. 103270
DOI
2024
A visual-language foundation model for computational pathology
Lu MY et al.
Nature Medicine, vol. 30, p. 863-874
DOI
2023
Molecular and clinical diversity in primary central nervous system lymphoma
Hernandez-Verdin I et al.
Annals of Oncology, vol. 34, p. 186-199
DOI
2023
Genomics of perivascular space burden unravels early mechanisms of cerebral small vessel disease
Duperron MG et al.
Nature Medicine, vol. 29, p. 950-962
DOI
2022
Differentially Private Federated Learning on Heterogeneous Data
Noble M, Bellet A, Dieuleveut A
AISTATS 2022, PMLR, p. 10110-10145
Link
2021
SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification
Lerousseau M, Vakalopoulou M, Deutsch E, Paragios N
arXiv:2105.02726
arXivSearch Publications
Find more publications from BRAINTWIN consortium members:
Publication Stats
Target outputs by project end:
- 5+ journal publications
- 10+ conference presentations
- Open-source software releases
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