Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning. - Yiping Wang; David Farnell; Hossein Farahani; Mitchell Nursey; Basile Tessier-Cloutier; Steven J. M. Jones; David G. Huntsman; C. Blake Gilks; Ali Bashashati (CoRR, 2020)

Sparse Multi-Modal Graph Transformer with Shared-Context Processing for Representation Learning of Giga-pixel Images. - Ramin Nakhli; Puria Azadi Moghadam; Haoyang Mi; Hossein Farahani; Alexander Baras; C. Blake Gilks; Ali Bashashati (CVPR, 2023)

CO-PILOT: Dynamic Top-Down Point Cloud with Conditional Neighborhood Aggregation for Multi-Gigapixel Histopathology Image Representation. - Ramin Nakhli; Allen W. Zhang; Ali Khajegili Mirabadi; Katherine Rich; Maryam Asadi; C. Blake Gilks; Hossein Farahani; Ali Bashashati (ICCV, 2023)

AMIGO: Sparse Multi-Modal Graph Transformer with Shared-Context Processing for Representation Learning of Giga-pixel Images. - Ramin Nakhli; Puria Azadi Moghadam; Haoyang Mi; Hossein Farahani; Alexander Baras; C. Blake Gilks; Ali Bashashati (CoRR, 2023)

VOLTA: an Environment-Aware Contrastive Cell Representation Learning for Histopathology. - Ramin Nakhli; Allen Zhang 002; Hossein Farahani; Amirali Darbandsari; Elahe Shenasa; Sidney Thiessen; Katy Milne; Jessica McAlpine; Brad Nelson; C. Blake Gilks; Ali Bashashati (CoRR, 2023)

GRASP: GRAph-Structured Pyramidal Whole Slide Image Representation. - Ali Khajegili Mirabadi; Graham Archibald; Amirali Darbandsari; Alberto Contreras-Sanz; Ramin Ebrahim Nakhli; Maryam Asadi; Allen Zhang 002; C. Blake Gilks; Peter Black; Gang Wang; Hossein Farahani; Ali Bashashati (CoRR, 2024)