Christoph Lippert | Performing GWAS of Images by Combining Deep Transfer Learning with Statistical Testing | CGSI 2023
Related papers:
Kirchler, M., Konigorski, S., Norden, M., Meltendorf, C., Kloft, M., Schurmann, C., & Lippert, C. (2022). transferGWAS: GWAS of images using deep transfer learning. Bioinformatics, 38(14), 3621-3628.
Kirchler, M., Khorasani, S., Kloft, M., & Lippert, C. (2020, June). Two-sample testing using deep learning. In International Conference on Artificial Intelligence and Statistics (pp. 1387-1398). PMLR.
Taleb, A., Kirchler, M., Monti, R., & Lippert, C. (2022). Contig: Self-supervised multimodal contrastive learning for medical imaging with genetics. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 20908-20921).
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