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EndorsedendorsedOngoing

Digital Medical Image Analysis Platform Development

Services Covered:

Custom Software Development • AI and Machine Learning
Project hero — replace with case study imagery
Industry
Industry

Healthcare

Duration
Durationinfo-circle

39 months

Budget
Budget

50K - 199K

Start Date
Start Date

1 April 2015

Team Size
Team Size

1-5

Engagement Model
Engagement Model

Onshore

Project Capability Score (PCS)

gauge meter
75/100
Good

Project Capability Score (PCS) estimates how capable stermedia.ai is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

Confidential

map Poland

Project Summary

Stermedia built a medical image-analysis platform that integrated a Python-based algorithm to determine ratios between healthy and cancerous cells. They implemented registration and login functions, participated in weekly scrums, and provided both development and machine learning expertise. The project began in April 2015 and remains ongoing, with the main development complete and small fixes continuing.

Key Challenges

  • Develop a platform to share the data morphology of images
  • Implement basic registration and login functionality
  • Lack of in-house software engineers and need for machine learning expertise

Project Deliverables

  • Image morphology analysis platform
  • Registration and login functionality
  • Integration of a Python-based algorithm for determining healthy vs cancerous cell ratios

Project Solution

Stermedia developed a software platform and integrated the client's Python-based algorithm to analyze image morphology and determine healthy versus cancerous cell ratios. They implemented user registration and login features, participated in weekly scrums to align on goals, and adjusted team composition as needed to deliver both algorithmic and application changes.

Project Outcome

  • Simplified the client's human-resourcing needs by providing a reliable development team
  • Delivered the project within the initial budget and timeline
  • Maintained development continuity by sourcing replacements when team members left

Platforms

  • AI/ML PlatformAI/ML Platform
  • WebWeb

Tech Stack

  • PythonPython
  • GitLabGitLab

Client Endorsement

Overall Review Rating

4.88star

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“They delivered a high-quality platform and kept the project moving despite development challenges. Stermedia consists of a multifaceted team with experience in machine learning services. This expertise enabled them to create complex software in a timely manner. They’re proactive communicators.”

Anonymous

Co-Founder

Note: This endorsement is based on publicly available client feedback from external review sources.

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