Milton Camacho

Explainable classification of Parkinson’s disease using deep learning trained on a large multi-center database of T1-weighted MRI datasets

Milton Camacho, Matthias Wilms, Pauline Mouchès et al. · NeuroImage Clinical · 2023 · 61 citations · Full text

Machine learning-based prediction of longitudinal cognitive decline in early Parkinson’s disease using multimodal features

Hannes Almgren, Milton Camacho, Alexandru Hanganu et al. · Scientific Reports · 2023 · 42 citations · Full text

Exploiting macro- and micro-structural brain changes for improved Parkinson’s disease classification from MRI data

Milton Camacho, Matthias Wilms, Hannes Almgren et al. · npj Parkinson s Disease · 2024 · 32 citations · Full text

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 · 20 citations · Full text

Secret Site Classifier, Engineering, Machine Learning +23

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 et al. · Journal of the American Medical Informatics Association · 2023 · 14 citations · Full text