A Convolutional Neural Network Based Patch Classifier Using Mammograms. - Yumnah Hasan; Aidan Murphy; Meghana Kshirsagar 002; Conor Ryan (ICAART (3), 2023)

STEM Rebalance: A Novel Approach for Tackling Imbalanced Datasets using SMOTE, Edited Nearest Neighbour, and Mixup. - Yumnah Hasan; Fatemeh Amerehi; Patrick Healy; Conor Ryan (ICCP, 2023)

A Comparative Analysis of Implicit Augmentation Techniques for Breast Cancer Diagnosis Using Multiple Views. - Yumnah Hasan; Talhat Khan; Darian Reyes Fernández de Bulnes; Juan F. H. Albarracín; Conor Ryan (CVPR Workshops, 2024)

Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation. - Yumnah Hasan; Allan de Lima; Fatemeh Amerehi; Darian Reyes Fernández de Bulnes; Patrick Healy; Conor Ryan (EvoApplications@EvoStar, 2024)

Grammatical Feature Construction for Enhanced Interpretability in Breast Cancer Classification. - Yumnah Hasan; Allan de Lima; Darian Reyes Fernández de Bulnes; Douglas Mota Dias; Conor Ryan (EvoApplications (2), 2025)

Improving Breast Cancer Diagnosis Using Grammatical Evolution-Based Feature Selection. - Yumnah Hasan; Allan de Lima; Ehsan Namjoo; Darian Reyes Fernández de Bulnes; Juan F. H. Albarracín; Conor Ryan (SN Comput. Sci., 2025)