Solving Pathology Challenges with AI
PuzzleLogic is dedicated to providing cutting-edge AI pathology solutions for hospitals, enterprises, and research institutions.
Our Position
Empowering Pathology with AI, Expanding Industry Applications
Breadth: Supporting More Hospitals and Scenarios
Depth: Supporting Pattern Discovery and Research Advancement
What Sets Us Apart
Advanced AI Multi-Agent System
Built on the PuzzleAgents framework, our professional pathological AI multi-agent collaboration system enables intelligent agents to work synergistically, providing comprehensive morphological analysis and diagnostic assistance to pathologists, significantly improving diagnostic efficiency and accuracy.
Mature AI Technology and Expertise
Our core team members possess years of experience in pathological AI, with numerous high-impact academic publications, maintaining a leading position in medical image processing and pathological AI globally.
International Research Collaboration
Deep collaboration with world-leading institutions including National University of Singapore and Tsinghua University, supported by an experienced AI R&D team continuously driving innovation in pathological AI technology.
Efficient Data Processing Capabilities
Our proprietary WSI data processing framework achieves 10-100 times higher efficiency compared to recent Nature publications, enabling efficient processing and analysis of large-scale pathological images.
Professional Software Development Team
Possessing mature cloud computing and full-stack development capabilities, enabling rapid transformation of AI research achievements into stable and reliable products that meet healthcare institutions' practical needs.
Robust Data Center Infrastructure
Leveraging high-performance data centers to provide powerful computing resources, storage solutions, and operational support for AI development, ensuring system stability and continuous optimization.
Core Technical Components
UnPuzzle: First Open-source Unified Framework for Pathological AI Research
Comprehensive Coverage
Comprehensive coverage from Whole Slide Images to Region of Interest, from high-level tasks (classification/VGA/report generation) to low-level tasks (e.g., segmentation), and from upstream (uni/multi-modal pre-training) to downstream (specific diagnostic tasks)
Powerful Integration
Integration of 100+ models and 300+ datasets, supporting advanced paradigms including self-supervised learning, multi-task learning, and multi-modal learning
Efficient Support
Resolves compatibility issues between diverse models and datasets, efficiently supporting industry research and applications
PuzzleAgents: Pathological Intelligent Agents Collaboration System
Leveraging multi-agent AI framework to generate reference pathology reports, providing morphological analysis and diagnostic suggestions for pathologists, enhancing both efficiency and accuracy