Computational Pathology: A Survey Review and The Way Forward. - Mahdi S. Hosseini; Babak Ehteshami Bejnordi; Vincent Quoc-Huy Trinh; Danial Hasan; Xingwen Li; Taehyo Kim; Haochen Zhang 001; Theodore Wu; Kajanan Chinniah; Sina Maghsoudlou; Ryan Zhang; Stephen Yang; et al. (CoRR, 2023)

Vim4Path: Self-Supervised Vision Mamba for Histopathology Images. - Ali Nasiri-Sarvi; Vincent Quoc-Huy Trinh; Hassan Rivaz; Mahdi S. Hosseini (CVPR Workshops, 2024)

Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics. - Cassandre Notton; Vasudev Sharma; Vincent Quoc-Huy Trinh; Lina Chen; Minqi Xu; Sonal Varma; Mahdi S. Hosseini (CoRR, 2024)

Comparative Analysis of Diffusion Generative Models in Computational Pathology. - Denisha Thakkar; Vincent Quoc-Huy Trinh; Sonal Varma; Samira Ebrahimi Kahou; Hassan Rivaz; Mahdi S. Hosseini (CoRR, 2024)

2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification. - Jingwei Zhang; Anh Tien Nguyen; Xi Han; Vincent Quoc-Huy Trinh; Hong Qin 001; Dimitris Samaras; Mahdi S. Hosseini (CVPR, 2025)

Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design. - Vasudev Sharma; Ahmed Alagha; Abdelhakim Khellaf; Vincent Quoc-Huy Trinh; Mahdi S. Hosseini (CoRR, 2025)

ADPv2: A Hierarchical Histological Tissue Type-Annotated Dataset for Potential Biomarker Discovery of Colorectal Disease. - Zhiyuan Yang; Kai Li; Sophia Ghamoshi Ramandi; Patricia Brassard; Hakim Khellaf; Vincent Quoc-Huy Trinh; Jennifer Zhang; Lina Chen; Corwyn Rowsell; Sonal Varma; Konstantinos N. Plataniotis; Mahdi S. Hosseini (CoRR, 2025)