Using image-extracted features to determine heart rate and blink duration for driver sleepiness detection. - Erfan Darzi; Hamid Soltanian-Zadeh (CoRR, 2019)

Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks. - Erfan Darzi; Nanna Maria Sijtsema; Peter M. A. van Ooijen (CoRR, 2023)

Tackling Heterogeneity in Medical Federated learning via Vision Transformers. - Erfan Darzi; Yiqing Shen 003; Nanna Maria Sijtsema; Peter M. A. van Ooijen (CoRR, 2023)

The Hidden Adversarial Vulnerabilities of Medical Federated Learning. - Erfan Darzi; Florian Dubost; Nanna Maria Sijtsema; Peter M. A. van Ooijen (CoRR, 2023)

Tackling heterogeneity in medical federated learning via aligning vision transformers. - Erfan Darzi; Yiqing Shen 003; Yangming Ou; Nanna Maria Sijtsema; Peter M. A. van Ooijen (Artif. Intell. Medicine, 2024)

A Survey for Large Language Models in Biomedicine. - Chong Wang; Mengyao Li; Junjun He; Zhongruo Wang; Erfan Darzi; Zan Chen; Jin Ye 002; Tianbin Li; Yanzhou Su; Jing Ke; Kaili Qu; Shuxin Li; et al. (CoRR, 2024)

Foundation AI Model for Medical Image Segmentation. - Rina Bao; Erfan Darzi; Sheng He; Chuan-Heng Hsiao; Mohammad Arafat Hussain; Jingpeng Li 007; Atle Bjørnerud; Ellen Grant; Yangming Ou (CoRR, 2024)

Exploring Adversarial Attacks in Federated Learning for Medical Imaging. - Erfan Darzi; Florian Dubost; Nanna Maria Sijtsema; Peter M. A. van Ooijen (IEEE Trans. Ind. Informatics, 2024)

DeepSeek vs. ChatGPT: prospects and challenges. - Inhye Jin; Jonathan A. Tangsrivimol; Erfan Darzi; Hafeez Ul Hassan Virk; Zhen Wang; Jan Egger; Sean Hacking; Benjamin S. Glicksberg; Markus Strauss; Chayakrit Krittanawong (Frontiers Artif. Intell., 2025)

The Trust Fabric: Decentralized Interoperability and Economic Coordination for the Agentic Web. - Sree Bhargavi Balija; Rekha Singhal; Ramesh Raskar; Erfan Darzi; Raghu Bala; Thomas Hardjono; Ken Huang (CoRR, 2025)

Weight-space noise for privacy-robustness trade-offs in federated learning. - Erfan Darzi; Nanna Maria Sijtsema; Peter M. A. van Ooijen (Neural Comput. Appl., 2025)