Amy Rafferty

According to our database, Amy Rafferty authored at least 10 papers between 2022 and 2026.

Collaborative distances:

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

2026

Radiologist-Guided Causal Concept Bottleneck Models for Chest X-Ray Interpretation.

Amy Rafferty, Rishi Ramaesh, Ajitha Rajan

CoRR, May, 2026

Clinically Aware Synthetic Image Generation for Concept Coverage in Chest X-ray Models.

Amy Rafferty, Rishi Ramaesh, Ajitha Rajan

CoRR, March, 2026

2025

Limitations of Public Chest Radiography Datasets for Artificial Intelligence: Label Quality, Domain Shift, Bias and Evaluation Challenges.

Amy Rafferty, Rishi Ramaesh, Ajitha Rajan

CoRR, September, 2025

Explainability Through Human-Centric Design for XAI in Lung Cancer Detection.

Amy Rafferty, Rishi Ramaesh, Ajitha Rajan

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays.

Amy Rafferty, Rishi Ramaesh, Ajitha Rajan

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models.

Amy Rafferty, Rishi Ramaesh, Ajitha Rajan

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

2024

Transparent and Clinically Interpretable AI for Lung Cancer Detection in Chest X-Rays.

Amy Rafferty, Rishi Ramaesh, Ajitha Rajan

CoRR, 2024

2023

Challenges in Explaining Brain Tumor Detection.

Bénédicte Legastelois, Amy Rafferty, Paul Brennan, Hana Chockler, Ajitha Rajan, Vaishak Belle

Proceedings of the First International Symposium on Trustworthy Autonomous Systems, 2023

2022

A Robust Bias Mitigation Procedure Based on the Stereotype Content Model.

Eddie L. Ungless, Amy Rafferty, Hrichika Nag, Björn Ross

CoRR, 2022

Explainable Artificial Intelligence for Breast Tumour Classification: Helpful or Harmful.

Amy Rafferty, Rudolf Nenutil, Ajitha Rajan

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022