Ki67 Counter
AI-powered histological image analysis for medical professionals
Product Overview
Product Overview
Ki67 Counter is a specialized web application for histological image analysis, calibrated specifically for low-grade meningiomas at 10X magnification. The tool assists pathologists and medical researchers by automating the counting of Ki-67 positive cells in tissue samples — a critical metric for assessing tumor proliferation rates. By digitizing this traditionally manual process, Ki67 Counter delivers faster, more consistent results while reducing human error in diagnostic workflows.
OBJECTIVES
Accurate Cell Detection
Implement computer vision algorithms that reliably identify and count Ki-67 positive cells in histological images.
Clinical-Grade Precision
Calibrate the analysis pipeline specifically for low-grade meningiomas at 10X magnification to ensure diagnostic accuracy.
Streamlined Workflow
Design an intuitive interface that fits naturally into pathologists' existing diagnostic workflows.
Reproducible Results
Ensure consistent, reproducible counting results that reduce inter-observer variability in Ki-67 scoring.
Our Solutions
DESIGN PHASE
- Conducted extensive market research on competing platforms
- Defined success metrics and performance indicators to guide development
- Performed competitive analysis of hourly space rental models
- Built responsive layouts optimized for both mobile and desktop use
- Developed a comprehensive design system for scalable UI consistency
DEVELOPMENT PHASE
- Built a scalable frontend with React using a modular component structure
- Developed a secure Node.js backend with MongoDB database
- Established API architecture for future scalability and integration
- Created comprehensive notification systems for hosts and guests
- Installed analytics tracking for monitoring behavior and engagement
- Developed regular performance optimization routines focusing on load times.
Impact
IMPACT
500+ Spaces listed
Shuttrd quickly became a go-to platform for space owners, attracting a wide variety of listings across multiple cities.
2,000+ Registered guests
In just weeks, Shuttrd built a thriving community of creatives, all using the platform to reserve venues tailored to their needs.
2,000+ Successful bookings
With seamless booking flows, guests confidently booked spaces for everything, leading to early revenue and high retention.
CLIENT'S TESTIMONIAL
EntityQ didn't just build what we asked for—they elevated the entire product. Their design sense, clear communication, and fast execution gave us a platform users actually love.
Cynthia Hills - CEO Shuttrd
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