Raissa Souza

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Convolutional Neural Network

Artificial Intelligence

Diabetic Retinopathy

Top Venues

Journal of the American Medical Informatics Association : JAMIA

Journal of medical imaging (Bellingham, Wash.)

This page only lists publications with an associated author ORCID identifier.

Publications

Christopher Nielsen, Raissa Souza, Matthias Wilms, Nils Daniel Forkert
Foundation model-driven distributed learning for enhanced retinal age prediction. Journal of the American Medical Informatics Association : JAMIA (2024)
Raissa Souza, Emma A M Stanley, Vedant Gulve, Jasmine A Moore, Chris Kang, Richard Camicioli, Oury Monchi, Zahinoor Ismail, Matthias Wilms, Nils Daniel Forkert
HarmonyTM: multi-center data harmonization applied to distributed learning for Parkinson's disease classification. Journal of medical imaging (Bellingham, Wash.) 11 (5) (2024)
Emma A M Stanley, Raissa Souza, Anthony J Winder, Vedant Gulve, Kimberly Amador, Matthias Wilms, Nils Daniel Forkert
Towards objective and systematic evaluation of bias in artificial intelligence for medical imaging. Journal of the American Medical Informatics Association : JAMIA (2024)
Raissa Souza, Matthias Wilms, Milton Camacho, G Bruce Pike, Richard Camicioli, Oury Monchi, Nils Daniel Forkert
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data. Journal of the American Medical Informatics Association : JAMIA (2023)
Raissa Souza, Pauline Mouches, Matthias Wilms, Anup Tuladhar, Sönke Langner, Nils Daniel Forkert
An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction. Journal of the American Medical Informatics Association : JAMIA (2022)