Search Results for author: Sophie Martin

Found 2 papers, 1 papers with code

Semi-Supervised Diffusion Model for Brain Age Prediction

no code implementations14 Feb 2024 Ayodeji Ijishakin, Sophie Martin, Florence Townend, Federica Agosta, Edoardo Gioele Spinelli, Silvia Basaia, Paride Schito, Yuri Falzone, Massimo Filippi, James Cole, Andrea Malaspina

Brain age prediction models have succeeded in predicting clinical outcomes in neurodegenerative diseases, but can struggle with tasks involving faster progressing diseases and low quality data.

Interpretable Alzheimer's Disease Classification Via a Contrastive Diffusion Autoencoder

1 code implementation5 Jun 2023 Ayodeji Ijishakin, Ahmed Abdulaal, Adamos Hadjivasiliou, Sophie Martin, James Cole

Therefore, this work stands as a contribution to the pertinent development of accurate and interpretable deep learning within medical imaging.

Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.