Christopher Boland

According to our database, Christopher Boland authored at least 3 papers between 2024 and 2025.

Collaborative distances:

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

2025

Preventing Shortcut Learning in Medical Image Analysis through Intermediate Layer Knowledge Distillation from Specialist Teachers.

Christopher Boland, Sotirios A. Tsaftaris, Sonia Dahdouh

CoRR, November, 2025

2024

There Are No Shortcuts to Anywhere Worth Going: Identifying Shortcuts in Deep Learning Models for Medical Image Analysis.

Christopher Boland, Keith A. Goatman, Sotirios A. Tsaftaris, Sonia Dahdouh

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

All You Need Is a Guiding Hand: Mitigating Shortcut Bias in Deep Learning Models for Medical Imaging.

Christopher Boland, Owen Anderson, Keith A. Goatman, John H. Hipwell, Sotirios A. Tsaftaris, Sonia Dahdouh

Proceedings of the Ethics and Fairness in Medical Imaging, 2024