Hossein Farahani

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Histopathology Images

Top Venues

ECCV Workshops (7)

Publications

Ali Khajegili Mirabadi, Graham Archibald, Amirali Darbandsari, Alberto Contreras-Sanz, Ramin Ebrahim Nakhli, Maryam Asadi, Allen Zhang, C. Blake Gilks, Peter Black, Gang Wang, Hossein Farahani, Ali Bashashati
GRASP: GRAph-Structured Pyramidal Whole Slide Image Representation. CoRR (2024)
Mayur Mallya, Ali Khajegili Mirabadi, Hossein Farahani, Ali Bashashati
Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images. CoRR (2024)
Ramin Nakhli, Allen W. Zhang, Hossein Farahani, Amirali Darbandsari, Elahe Shenasa, Sidney Thiessen, Katy Milne, Jessica McAlpine, Brad Nelson, C. Blake Gilks, Ali Bashashati
VOLTA: an Environment-Aware Contrastive Cell Representation Learning for Histopathology. CoRR (2023)
Puria Azadi, Jonathan Suderman, Ramin Nakhli, Katherine Rich, Maryam Asadi, Sonia Kung, Htoo Oo, Mira Keyes, Hossein Farahani, Calum MacAulay, Larry Goldenberg, Peter Black, Ali Bashashati
ALL-IN: ALocal GLobal Graph-Based DIstillatioN Model for Representation Learning of Gigapixel Histopathology Images With Application In Cancer Risk Assessment. MICCAI (6) (2023)
Ramin Nakhli, Allen W. Zhang, Ali Mirabadi, Katherine Rich, Maryam Asadi, C. Blake Gilks, Hossein Farahani, Ali Bashashati
CO-PILOT: Dynamic Top-Down Point Cloud with Conditional Neighborhood Aggregation for Multi-Gigapixel Histopathology Image Representation. ICCV (2023)
Ramin Nakhli, Puria Azadi Moghadam, Haoyang Mi, Hossein Farahani, Alexander Baras, C. Blake Gilks, Ali Bashashati
Sparse Multi-Modal Graph Transformer with Shared-Context Processing for Representation Learning of Giga-pixel Images. CVPR (2023)
Puria Azadi Moghadam, Sanne Van Dalen, Karina C. Martin, Jochen Lennerz, Stephen Yip, Hossein Farahani, Ali Bashashati
A Morphology Focused Diffusion Probabilistic Model for Synthesis of Histopathology Images. WACV (2023)
Ramin Nakhli, Puria Azadi Moghadam, Haoyang Mi, Hossein Farahani, Alexander Baras, C. Blake Gilks, Ali Bashashati
AMIGO: Sparse Multi-Modal Graph Transformer with Shared-Context Processing for Representation Learning of Giga-pixel Images. CoRR (2023)
Ramin Nakhli, Amirali Darbandsari, Hossein Farahani, Ali Bashashati
CCRL: Contrastive Cell Representation Learning. CoRR (2022)
Puria Azadi Moghadam, Sanne Van Dalen, Karina C. Martin, Jochen Lennerz, Stephen Yip, Hossein Farahani, Ali Bashashati
A Morphology Focused Diffusion Probabilistic Model for Synthesis of Histopathology Images. CoRR (2022)
Ramin Nakhli, Amirali Darbandsari, Hossein Farahani, Ali Bashashati
CCRL: Contrastive Cell Representation Learning. ECCV Workshops (7) (2022)
Yiping Wang, David Farnell, Hossein Farahani, Mitchell Nursey, Basile Tessier-Cloutier, Steven J. M. Jones, David G. Huntsman, C. Blake Gilks, Ali Bashashati
Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning. CoRR (2020)