Prompting Vision Foundation Models for Pathology Image Analysis

Keyphrases

• Foundation Models 100%
• Prompting Method 100%
• Pathology Image Analysis 100%
• Non-alcoholic Fatty Liver Disease (NAFLD) 66%
• Public Concern 33%
• Function-based 33%
• Instance-based 33%
• Histogram Features 33%
• Morphological Characteristics 33%
• Diagnostic Performance 33%
• Image Recognition 33%
• Present Challenges 33%
• Small Data 33%
• Quantitative Attributes 33%
• Attribute-based 33%
• Spatial Attributes 33%
• Spatial Histogram 33%
• Visual Prompts 33%
• K-functional 33%
• Histopathological Images 33%
• Tissue Alterations 33%
• Small Dataset 33%
• Liver Pathology 33%
• Diverse Tasks 33%
• Task-agnostic 33%

Computer Science

• Image Analysis 100%
• Foundation Model 100%
• Paradigm Shift 33%
• Quantitative Assessment 33%
• Interpretability 33%
• Quantitative Attribute 33%
• Prompt Generator 33%

Engineering

• Image Analysis 100%
• Histogram 33%
• Shortfall 33%
• Image Recognition 33%
• Public Concern 33%
• K Function 33%
• Interpretability 33%