Projects

Projects

Project outcomes and system foundations around medical imaging, high-value medical materials, rehabilitation devices, and industrial AI systems.

Radiotherapy Imaging Quality Control

Radiotherapy Imaging Quality Control

Scenario: CBCT and CT workflows face scatter, noise, motion artifacts, resolution drift, and inconsistent manual quality control.

Image quality scoring
Artifact detection and correction
Organ and target segmentation
Structured QA reports

Extension: AI modules for radiotherapy equipment, positioning CT, and adaptive radiotherapy workflows.

AI Microscopy for High-value Medical Materials

AI Microscopy for High-value Medical Materials

Scenario: Medical material R&D still relies heavily on manual microscopy measurement and long-cycle mechanical, degradation, and biocompatibility testing.

Microscopy upload and normalization
Automated structural quantification
Property prediction
R&D and QA reports

Extension: A microscopy digital-twin platform for R&D, QA, and product iteration.

Multimodal Intelligent Rehabilitation Assessment

Multimodal Intelligent Rehabilitation Assessment

Scenario: Rehabilitation assessment remains episodic and subjective, with limited continuous and home-ready multimodal quantification.

Musculoskeletal ultrasound analysis
Pressure, motion, and EMG fusion
Recovery progress scoring
Cloud-based AI reports

Extension: Adaptable to rehabilitation devices, cloud platforms, robots, and home training equipment.