Technology ID
TT-0128
Description
SmartPath is a pioneering, full-stack digital pathology analysis system powered by state-of-the-art pathology foundation models. SmartPath leverages massive-scale pre-training to cover the entire cancer care continuum. It enables rapid, automated generation of pathology reports, proactively identifies patient risks, and significantly enhances diagnostic precision. By bridging the gap between pixel-level analysis and clinical insights, SmartPath empowers the transition toward Smart Healthcare and Precision Oncology.
Content
Utilizes a proprietary Generalizable Pathology Foundation Model (GPFM) pre-trained on over 100,000 Whole Slide Images (WSIs). This self-supervised learning approach ensures robust, high-fidelity feature extraction superior to standard supervised methods
Features the mSTAR model, a breakthrough in multi-modal learning that integrates pathology images with clinical reports and genomics data. This “knowledge-enhanced” approach allows the model to understand complex visual patterns
Expanded training on over 500,000 WSIs to develop specialized foundation models for high-incidence cancers, including Lung, Breast, Gastric, and Colorectal Cancer (CRC). This ensures exceptional performance across diverse downstream clinical tasks
A high-performance, scalable software infrastructure designed for real-world application. It seamlessly integrates all AI models into hospital workflows, supporting rapid inference, visualization, and interoperability with existing LIS/PACS systems
Inventors
Applicable Industries
Potential Application
Technology Focus
TRL
Images
