Milton Camacho

According to our database, Milton Camacho authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Raissa Souza, Anthony J. Winder, Emma A. M. Stanley, Vibujithan Vigneshwaran, Milton Camacho, Richard Camicioli, Oury Monchi, Matthias Wilms, Nils D. Forkert

IEEE J. Biomed. Health Informatics, April, 2024

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

Raissa Souza, Emma A. M. Stanley, Milton Camacho, Richard Camicioli, Oury Monchi, Zahinoor Ismail, Matthias Wilms, Nils D. Forkert

Frontiers Artif. Intell., 2024

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, G. Bruce Pike, Richard Camicioli, Oury Monchi, Nils D. Forkert

J. Am. Medical Informatics Assoc., November, 2023

Improved multi-site Parkinson's disease classification using neuroimaging data with counterfactual inference.

Vibujithan Vigneshwaran, Matthias Wilms, Milton Ivan Camacho, Raissa Souza, Nils D. Forkert

Proceedings of the Medical Imaging with Deep Learning, 2023

An analysis of intensity harmonization techniques for Parkinson's multi-site MRI datasets.

Raissa Souza, Emma A. M. Stanley, Milton Camacho, Matthias Wilms, Nils D. Forkert

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023