Diego Machado Reyes

According to our database, Diego Machado Reyes authored at least 9 papers between 2021 and 2025.

Collaborative distances:

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

2025

Blood brain barrier permeability prediction with artificial intelligence and machine learning: a meta-review and future directions.

Nadine Grant, Diego Machado Reyes, Zefan Yang, Leo Wan, Chunyu Wang, Pingkun Yan

Discov. Artif. Intell., December, 2025

DINO-Reg: Efficient Multimodal Image Registration With Distilled Features.

Xinrui Song, Xuanang Xu, Jiajin Zhang, Diego Machado Reyes, Pingkun Yan

IEEE Trans. Medical Imaging, September, 2025

Phrase-Grounded Fact-Checking for Automatically Generated Chest X-Ray Reports.

Razi Mahmood, Diego Machado Reyes, Joy T. Wu, Parisa Kaviani, Ken C. L. Wong, Niharika D'Souza, Mannudeep K. Kalra, Ge Wang, Pingkun Yan, Tanveer F. Syeda-Mahmood

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Evaluating Automated Radiology Report Quality Through Fine-Grained Phrasal Grounding of Clinical Findings.

Razi Mahmood, Pingkun Yan, Diego Machado Reyes, Ge Wang, Mannudeep K. Kalra, Parisa Kaviani, Joy T. Wu, Tanveer F. Syeda-Mahmood

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports.

Razi Mahmood, Ken C. L. Wong, Diego Machado Reyes, Niharika D'Souza, Luyao Shi, Joy T. Wu, Parisa Kaviani, Mannudeep K. Kalra, Ge Wang, Pingkun Yan, Pingkun Syeda-Mahmood

CoRR, 2024

Multimodal Neurodegenerative Disease Subtyping Explained by ChatGPT.

Diego Machado Reyes, Hanqing Chao, Juergen Hahn, Li Shen, Pingkun Yan

CoRR, 2024

2022

Genomics transformer for diagnosing Parkinson's disease.

Diego Machado Reyes, Mansu Kim, Hanqing Chao, Juergen Hahn, Li Shen, Pingkun Yan

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

Connectome transformer with anatomically inspired attention for Parkinson's diagnosis.

Diego Machado Reyes, Mansu Kim, Hanqing Chao, Li Shen, Pingkun Yan

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

2021

Cardiovascular Disease Risk Improves COVID-19 Patient Outcome Prediction.

Diego Machado Reyes, Hanqing Chao, Fatemeh Homayounieh, Juergen Hahn, Mannudeep K. Kalra, Pingkun Yan

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021