Multi-scale Regional Attention Deeplab3+: Multiple Myeloma Plasma Cells Segmentation in Microscopic Images. - Afshin Bozorgpour; Reza Azad; Eman Showkatian; Alaa Sulaiman (COMPAY@MICCAI, 2021)

PANDA: Pneumonitis Anomaly Detection Using Attention U-Net. - Amgad Muneer; Eman Showkatian; Mehmet Altan; Ajay Sheshadri; Jia Wu 009 (CMMCA@MICCAI, 2024)

PD-L1 Expression Prediction Using Scalable Multi Instance Transformer. - Eman Showkatian; Amgad Muneer; Maliazurina B. Saad; Lingzhi Hong; John V. Heymach; Jianjun Zhang; Jia Wu 009 (CMMCA@MICCAI, 2024)

From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer Research. - Amgad Muneer; Muhammad Waqas 007; Maliazurina B. Saad; Eman Showkatian; Rukhmini Bandyopadhyay; Hui Xu; Wentao Li; Joe Y. Chang; Zhongxing Liao; Cara Haymaker; Luisa Solis-Soto; Carol C. Wu; et al. (CoRR, 2025)

The Next Layer: Augmenting Foundation Models with Structure-Preserving and Attention-Guided Learning for Local Patches to Global Context Awareness in Computational Pathology. - Muhammad Waqas 007; Rukhmini Bandyopadhyay; Eman Showkatian; Amgad Muneer; Anas Zafar; Frank Rojas Alvarez; Maricel Corredor Marin; Wentao Li; David A. Jaffray; Cara Haymaker; John V. Heymach; Natalie I. Vokes; et al. (CoRR, 2025)