Tiarna Lee

According to our database, Tiarna Lee authored at least 8 papers between 2022 and 2025.

Collaborative distances:

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

2025

Themed Challenges to Solve Data Scarcity in Africa: A Proposition for Increasing Local Data Collection and Integration.

Mubaraq Yakubu, Udunna Anazodo, Maruf Adewole, Theodore Barfoot, Tiarna Lee, Tom Vercauteren, Jonathan Shapey, Andrew P. King, Alexander Hammers

CoRR, August, 2025

The Impact of Skin Tone Label Granularity on the Performance and Fairness of AI Based Dermatology Image Classification Models.

Partha Shah, Durva Sankhe, Maariyah Rashid, Zakaa Khaled, Esther Puyol-Antón, Tiarna Lee, Maram Alqarni, Sweta Rai, Andrew P. King

Proceedings of the Fairness of AI in Medical Imaging - Third International Workshop, 2025

Does a Rising Tide Lift All Boats? Bias Mitigation for AI-Based CMR Segmentation.

Tiarna Lee, Esther Puyol-Antón, Bram Ruijsink, Miaojing Shi, Andrew P. King

Proceedings of the Fairness of AI in Medical Imaging - Third International Workshop, 2025

2024

An investigation into the causes of race bias in AI-based cine CMR segmentation.

Tiarna Lee, Esther Puyol-Antón, Bram Ruijsink, Sebastien Roujol, Theodore Barfoot, Shaheim Ogbomo-Harmitt, Miaojing Shi, Andrew P. King

CoRR, 2024

2023

RAISE - Radiology AI Safety, an End-to-end lifecycle approach.

M. Jorge Cardoso, Julia Moosbauer, Tessa Sundaram Cook, Barbaros Selnur Erdal, Brad W. Genereaux, Vikash Gupta, Bennett A. Landman, Tiarna Lee, Parashkev Nachev, Elanchezhian Somasundaram, Ronald M. Summers, Khaled Younis, Sébastien Ourselin, Franz Pfister

CoRR, 2023

An Investigation into the Impact of Deep Learning Model Choice on Sex and Race Bias in Cardiac MR Segmentation.

Tiarna Lee, Esther Puyol-Antón, Bram Ruijsink, Keana Aitcheson, Miaojing Shi, Andrew P. King

Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023

An Investigation into Race Bias in Random Forest Models Based on Breast DCE-MRI Derived Radiomics Features.

Mohamed Huti, Tiarna Lee, Elinor Sawyer, Andrew P. King

Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023

2022

A Systematic Study of Race and Sex Bias in CNN-Based Cardiac MR Segmentation.

Tiarna Lee, Esther Puyol-Antón, Bram Ruijsink, Miaojing Shi, Andrew P. King

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022