Pathology
Pathology Analysis
Domain Focus & Clinical Overview
Gigapixel whole-slide tissue image analysis, cell nuclei segmentation, automated cancer grading, and digital biomarker profiling.
Core Methodologies & Technical Scope
Core Research Pillars:
- Multiple Instance Learning (MIL) for Whole Slide Image (WSI) classification.
- Stain-invariant feature representations using generative style translation.
- Tumor-infiltrating lymphocyte (TIL) density profiling for immunotherapy guidance.