Interpretable Deep Learning for Surgical Tool Management. - Mark Rodrigues; Michael Mayo; Panos Patros (iMIMIC/TDA4MedicalData@MICCAI, 2021)

Evaluation of Deep Learning Techniques on a Novel Hierarchical Surgical Tool Dataset. - Mark Rodrigues; Michael Mayo; Panos Patros (AI, 2022)

Surgical Tool Datasets for Machine Learning Research: A Survey. - Mark Rodrigues; Michael Mayo; Panos Patros (Int. J. Comput. Vis., 2022)

Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients. - Victoria Huang 001; Shaleeza Sohail; Michael Mayo; Tania Lorido-Botran; Mark Rodrigues; Chris Anderson; Melanie Ooi (CLOUD, 2023)