PuzzleAgent
The First Interactive Multi-Agent
Pathology Report Platform
Dedicated to improving the efficiency of case report generation and the accuracy of refined analysis, achieving true human-AI collaborative diagnosis through multi-agent cooperation.

Core Features
Based on advanced multi-agent technology, providing comprehensive pathological analysis solutions

Multi-Agent Interactive Report Generation System
Interactive report generation system based on multi-agent framework, achieving efficient and accurate pathology report generation through collaboration between agents.
Multi-Agent Interactive Report Generation System
Interactive report generation system based on multi-agent framework, achieving efficient and accurate pathology report generation through collaboration between agents.

Product Demo Video
Watch PuzzleAgent in Action
See how PuzzleAgent works in real pathology analysis scenarios, demonstrating the complete human-AI collaborative diagnostic workflow.
Intelligent Workflow
Complete closed-loop from image analysis to report generation, every step embodies human-AI collaboration intelligence
Image Loading & Analysis
Automatically loads whole slide images, highlights high-attention regions, and supports multi-scale navigation.
Multi-Scale Feature Recording
Detailed pathological analysis and recording for each region at multiple scales, establishing a complete evidence chain.
Visual Reasoning Analysis
AI agents perform deep visual reasoning on multi-scale features, building diagnostic logic pathways.
Stand-by Assistant for Inquiry
AI assistant supports real-time interactive inquiry, users can ask questions anytime and receive professional feedback.
On-fly Updates
AI assistant updates image features and reasoning analysis results based on interactive feedback.
Report Organization & Generation
System organizes features and generates preliminary diagnostic report drafts with customized editing support.
Diagnostic Clue Presentation
Present complete diagnostic clues and reasoning processes, ensuring interpretability and traceability of results.
Complete Closed-Loop Process
7 steps form a complete diagnostic closed-loop, ensuring reliable quality assurance in every step from image analysis to report generation
Generated Report Cases
View actual pathology report cases generated by PuzzleAgent to understand the system's diagnostic capabilities and report quality
Colorectal Cancer Pathology Report
Detailed colorectal cancer pathology diagnostic report generated based on whole-slide image analysis
Report Description
PDF preview is shown on the right. Click the preview or "View Report" button to enlarge and view the complete report.
More organ report cases are being prepared...
Ready to Start Your Intelligent Pathology Analysis Journey?
Experience the powerful features of PuzzleAgent to improve your diagnostic efficiency and accuracy