no code implementations • 2 May 2024 • Tiago Mota, M. Rita Verdelho, Alceu Bissoto, Carlos Santiago, Catarina Barata
We provide single and multi-modal (early and late fusion) benchmarks in the task of 12-month survival prediction in the challenging scenario of one or more missing modalities for each patient, with missing rates that range from 26$\%$ for genomics data to more than 90$\%$ for MRI.
1 code implementation • 2 May 2024 • Diogo J. Araújo, M. Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata
MIL forces the model to use only a (small) subset of patches in the image, identifying discriminative regions.