Emma A. M. Stanley

Fairness-related performance and explainability effects in deep learning models for brain image analysis

Emma A. M. Stanley, Matthias Wilms, Pauline Mouchès et al. · Journal of Medical Imaging · 2022 · 40 citations · Full text

Computing, Computer Science, Neuroscience +17

Identifying Biases in a Multicenter MRI Database for Parkinson's Disease Classification: Is the Disease Classifier a Secret Site Classifier?

Raissa Souza, Anthony Winder, Emma A. M. Stanley et al. · IEEE Journal of Biomedical and Health Informatics · 2024 · 26 citations · Full text

Computing, Computer Science, Neuroscience +17

Towards objective and systematic evaluation of bias in artificial intelligence for medical imaging

Emma A. M. Stanley, Raissa Souza, Anthony Winder et al. · Journal of the American Medical Informatics Association · 2024 · 22 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

A multi-center distributed learning approach for Parkinson's disease classification using the traveling model paradigm

Raissa Souza, Emma A. M. Stanley, Milton Camacho et al. · Frontiers in Artificial Intelligence · 2024 · 13 citations · Full text

Computing, Computer Science, Biomedical Imaging +16

Where, why, and how is bias learned in medical image analysis models? A study of bias encoding within convolutional networks using synthetic data

Emma A. M. Stanley, Raissa Souza, Matthias Wilms et al. · EBioMedicine · 2024 · 12 citations · Full text

Computing, Computer Science, Radiology +17