Cell Annotation Program AI Digital Pathology Platform - Automated Pathology Image Analysis
ImageObject Detection
Developed and implemented automated pathology image analysis pipelines as part of the AI Digital Pathology Platform. Converted research models for scalable inference and ensured accurate cell annotation. Designed and maintained async workflows for efficient image processing.
• Built system to automate pathology image labeling and inference.
• Integrated research HD-YOLO model for cell detection and annotation.
• Managed cloud-based infrastructure for large-scale medical image processing.
• Collaborated on validating and improving annotation accuracy.
Developed and implemented automated pathology image analysis pipelines as part of the AI Digital Pathology Platform. Converted research models for scalable inference and ensured accurate cell annotation. Designed and maintained async workflows for efficient image processing. • Built system to automate pathology image labeling and inference. • Integrated research HD-YOLO model for cell detection and annotation. • Managed cloud-based infrastructure for large-scale medical image processing. • Collaborated on validating and improving annotation accuracy.
2025 - Present