Jonatan Reyes

According to our database, Jonatan Reyes authored at least 8 papers between 2020 and 2026.

Collaborative distances:

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

2026

Bridging the Gaps: Imputation of Parkinson's Disease Clinical Assessments With Federated Learning.

Jonatan Reyes, Alireza Noroozi, Yiming Xiao, Marta Kersten-Oertel

IEEE J. Biomed. Health Informatics, February, 2026

Shades of Uncertainty: How AI Uncertainty Visualizations Affect Trust in Alzheimer's Predictions.

Jonatan Reyes, Mina Massoumi, Anil Ufuk Batmaz, Marta Kersten-Oertel

CoRR, February, 2026

2025

Trusting AI: does uncertainty visualization affect decision-making?

Jonatan Reyes, Anil Ufuk Batmaz, Marta Kersten-Oertel

Frontiers Comput. Sci., 2025

Precision-Weighted Federated Learning.

Jonatan Reyes, Lisa Di-Jorio, Cécile Low-Kam, Marta Kersten-Oertel

Comput. Intell., 2025

2023

Deep learning for collateral evaluation in ischemic stroke with imbalanced data.

Mumu Aktar, Jonatan Reyes, Donatella Tampieri, Hassan Rivaz, Yiming Xiao, Marta Kersten-Oertel

Int. J. Comput. Assist. Radiol. Surg., April, 2023

2022

User-Centered Design for Surgical Innovations: A Ventriculostomy Case Study.

Jonatan Reyes, Nadine El-Mufti, Shawn Gorman, David Xie, Marta Kersten-Oertel

Proceedings of the Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging, 2022

2021

Data Imputation and Reconstruction of Distributed Parkinson's Disease Clinical Assessments: A Comparative Evaluation of Two Aggregation Algorithms.

Jonatan Reyes, Yiming Xiao, Marta Kersten-Oertel

Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021

2020

MARIN: an open-source mobile augmented reality interactive neuronavigation system.

Étienne Léger, Jonatan Reyes, Simon Drouin, Tiberiu Popa, Jeffery A. Hall, D. Louis Collins, Marta Kersten-Oertel

Int. J. Comput. Assist. Radiol. Surg., 2020