Picture for Faisal Mahmood

Faisal Mahmood

Triage of 3D pathology data via 2.5D multiple-instance learning to guide pathologist assessments

Add code
Jun 11, 2024
Viaarxiv icon

Transcriptomics-guided Slide Representation Learning in Computational Pathology

Add code
May 19, 2024
Viaarxiv icon

Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology

Add code
May 19, 2024
Viaarxiv icon

A Foundational Multimodal Vision Language AI Assistant for Human Pathology

Add code
Dec 13, 2023
Figure 1 for A Foundational Multimodal Vision Language AI Assistant for Human Pathology
Figure 2 for A Foundational Multimodal Vision Language AI Assistant for Human Pathology
Figure 3 for A Foundational Multimodal Vision Language AI Assistant for Human Pathology
Figure 4 for A Foundational Multimodal Vision Language AI Assistant for Human Pathology
Viaarxiv icon

A General-Purpose Self-Supervised Model for Computational Pathology

Add code
Aug 29, 2023
Figure 1 for A General-Purpose Self-Supervised Model for Computational Pathology
Figure 2 for A General-Purpose Self-Supervised Model for Computational Pathology
Figure 3 for A General-Purpose Self-Supervised Model for Computational Pathology
Figure 4 for A General-Purpose Self-Supervised Model for Computational Pathology
Viaarxiv icon

Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples

Add code
Jul 27, 2023
Figure 1 for Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples
Figure 2 for Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples
Figure 3 for Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples
Figure 4 for Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples
Viaarxiv icon

Towards a Visual-Language Foundation Model for Computational Pathology

Add code
Jul 25, 2023
Figure 1 for Towards a Visual-Language Foundation Model for Computational Pathology
Figure 2 for Towards a Visual-Language Foundation Model for Computational Pathology
Figure 3 for Towards a Visual-Language Foundation Model for Computational Pathology
Figure 4 for Towards a Visual-Language Foundation Model for Computational Pathology
Viaarxiv icon

Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images

Add code
Jun 13, 2023
Viaarxiv icon

Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction

Add code
Apr 13, 2023
Figure 1 for Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
Figure 2 for Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
Figure 3 for Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
Figure 4 for Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
Viaarxiv icon

Quantifying & Modeling Feature Interactions: An Information Decomposition Framework

Add code
Feb 23, 2023
Figure 1 for Quantifying & Modeling Feature Interactions: An Information Decomposition Framework
Figure 2 for Quantifying & Modeling Feature Interactions: An Information Decomposition Framework
Figure 3 for Quantifying & Modeling Feature Interactions: An Information Decomposition Framework
Figure 4 for Quantifying & Modeling Feature Interactions: An Information Decomposition Framework
Viaarxiv icon