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.
1 code implementation • 24 Apr 2024 • Filipa Lino, Carlos Santiago, Manuel Marques
In the field of 3D Human Pose Estimation (HPE), accurately estimating human pose, especially in scenarios with occlusions, is a significant challenge.
1 code implementation • 2 Feb 2024 • Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata
Skin cancer detection through dermoscopy image analysis is a critical task.
no code implementations • 20 Apr 2020 • Luca Ciampi, Carlos Santiago, Joao Paulo Costeira, Claudio Gennaro, Giuseppe Amato
Monitoring vehicle flows in cities is crucial to improve the urban environment and quality of life of citizens.