Mathew Leonardi

According to our database, Mathew Leonardi authored at least 4 papers between 2023 and 2026.

Collaborative distances:

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

2026

EndoExtract: Co-Designing Structured Text Extraction from Endometriosis Ultrasound Reports.

Haiyi Li, Yiyang Zhao, Yutong Li, Alison Deslandes, Jodie Avery, Mathew Leonardi, M. Louise Hull, Hsiang-Ting Chen

CoRR, January, 2026

Who Fails Where? LLM and Human Error Patterns in Endometriosis Ultrasound Report Extraction.

Haiyi Li, Yutong Li, Yiheng Chi, Alison Deslandes, Mathew Leonardi, Shay Freger, Yuan Zhang, Jodie Avery, Mary Louise Hull, Hsiang-Ting Chen

Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025

Unpaired multi-modal training and single-modal testing for detecting signs of endometriosis.

Yuan Zhang, Hu Wang, David Butler, Brandon Smart, Yutong Xie, Minh-Son To, Steven Knox, George Condous, Mathew Leonardi, Jodie C. Avery, M. Louise Hull, Gustavo Carneiro

Comput. Medical Imaging Graph., 2025

2023

The Effectiveness of Self-supervised Pre-training for Multi-modal Endometriosis Classification.

David Butler, Hu Wang, Yuan Zhang, Minh-Son To, George Condous, Mathew Leonardi, Steven Knox, Jodie Avery, M. Louise Hull, Gustavo Carneiro

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023