Raissa Souza

7PUBLICATIONS
11CO-AUTHORS
Deep learningSemi- and unsupervised learningAdversarial machine learningModelling and simulation
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (7)

|Apr 25, 2025
Dimensionality reduction in 3D causal deep learning for neuroimage generation: an evaluation study.

Erik Y Ohara, Vibujithan Vigneshwaran, Raissa Souza

|Feb 15, 2025
Self-supervised identification and elimination of harmful datasets in distributed machine learning for medical image analysis.

Raissa Souza, Emma A M Stanley, Anthony J Winder

|Sep 23, 2024
HarmonyTM: multi-center data harmonization applied to distributed learning for Parkinson's disease classification.

Raissa Souza, Emma A M Stanley, Vedant Gulve

|Sep 03, 2024
Foundation model-driven distributed learning for enhanced retinal age prediction.

Christopher Nielsen, Raissa Souza, Matthias Wilms

|Jun 28, 2024
Towards objective and systematic evaluation of bias in artificial intelligence for medical imaging.

Emma A M Stanley, Raissa Souza, Anthony J Winder

|Sep 05, 2023
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data.

Raissa Souza, Matthias Wilms, Milton Camacho

Pageof 2

Frequent Collaborators

6 joint publications

Nils D Forkert

3 joint publications

Emma A M Stanley

2 joint publications

Zahinoor Ismail

1 joint publications

Anup Tuladhar