Pathology Report Generation

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.

PuzzleAgent Platform

Core Features

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

Multi-Agent Interactive Report Generation System
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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

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STEP 01

Image Loading & Analysis

Automatically loads whole slide images, highlights high-attention regions, and supports multi-scale navigation.

Magnification Analysis:
10xTissue structure understanding
40xRefine suspected lesions
200xCell-level evidence capture
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STEP 02

Multi-Scale Feature Recording

Detailed pathological analysis and recording for each region at multiple scales, establishing a complete evidence chain.

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STEP 03

Visual Reasoning Analysis

AI agents perform deep visual reasoning on multi-scale features, building diagnostic logic pathways.

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STEP 04

Stand-by Assistant for Inquiry

AI assistant supports real-time interactive inquiry, users can ask questions anytime and receive professional feedback.

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STEP 05

On-fly Updates

AI assistant updates image features and reasoning analysis results based on interactive feedback.

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STEP 06

Report Organization & Generation

System organizes features and generates preliminary diagnostic report drafts with customized editing support.

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STEP 07

Diagnostic Clue Presentation

Present complete diagnostic clues and reasoning processes, ensuring interpretability and traceability of results.

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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

Colorectal Cancer Pathology Report

Detailed colorectal cancer pathology diagnostic report generated based on whole-slide image analysis

Multi-scale Image Analysis
Detailed Morphological Description
Traceable Diagnostic Evidence

Report Description

PDF preview is shown on the right. Click the preview or "View Report" button to enlarge and view the complete report.

AI-generated reports, for reference only
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More organ report cases are being prepared...

Lung Cancer - Coming Soon
Breast Cancer - Coming Soon
Liver Cancer - Coming Soon

Ready to Start Your Intelligent Pathology Analysis Journey?

Experience the powerful features of PuzzleAgent to improve your diagnostic efficiency and accuracy