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Platform for automated analysis of medical images based on AI

DEDICATED DEVELOPMENT TEAM
Client background
Binomix LLC was created on a basis of the National Research Lobachevsky State University. For now Binomix is engaged in the production of a digital X-ray detector and the development of artificial intelligence programs for processing the results of medical imaging studies.

Since 2019, the company has become the official distributor of RADLogics and uses its Virtual Resident product at the heart of BinomixAI. The main technology is the decoding of medical images for the purpose of diagnosing and detecting pathologies. It allows to processes the incoming image and provides the doctor with a report, which contains a snapshot of the pathologies found, their size, volume and structure.
Partnership quick facts
Services
Dedicated Software Team
Russia
8 months
AI, Medicine
Go, Mongo DB
6 quality specialists
Technologies
Location
Industry
Team size
Partnership period
Product overview
Binomix.connect is an integration platform that enables automated analysis of medical images based on artificial intelligence. The platform implements continuous improvement of diagnostic parameters through machine learning.

The system consists of 7 modules:

Distribution AI controller
The controller verifies the study and validates it against a specific set of metadata.
AI modules
One or more AI modules that process research and generate preliminary results.
Diagnostic Material Controller
This module implements parsing of the metadata of incoming studies, brings the data into a single format, and provides data sending to the AI module to obtain results.
Report Configurator
This module provides a web interface that allows you to edit the content of PDF reports. The configurator allows you to create reports in various formats and independently select the required values.
Report generator
This module generates a PDF-report with a contoured image containing the results of processing the AI-module.
Centralized billing
A module that allows you to track in detail quantitative indicators at all levels of the system.
DICOM database
Object storage that works with DICOM files. Includes a status system for files located in it.
Business challenge
Binomix company has come up with the idea of creating a revolutionary medical platform of analyzing tens of thousands of X-rays per day, giving instant results. For example, for covid 19 it shows the area of lung damage, percentage of damage, possible risks. At the same time Binomix company had difficulties in building a high-class team, tight deadlines and total uncertainty with a roadmap and the whole product concept realization.
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Constantly changing product requirements with a tight deadlines
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The lack of the prior product research
3
The need for engineers with a specific background and special characteristics, ready to solve unique architectural problems
Binomix turned to FAYRIX
Initial team building
Fayrix has formed an initial team for Binomix project in just a couple of weeks with high quality Project Manager on the Fayrix side.
Formation of the initial team for the project
Search for high qualified Project Manager on the Fayrix side
01
02
Expert (5+ years) and Middle (3+ years)
Vacancy success ratio
86%
90%
TEAM BUILDING STEPS:
1
Project Manager
2
Go developers
2
QA engineers
1
DevOps engineer
Task management & communication tools
The team has become a full-fledged Binomix unit working by FTE model, was managed by the project manager on the Fayrix side. The work process is based on usual for the client communication environment.
Communication:
•Bitbucket
•Telegram
•Google sheets
Software Infrastructure:
•Jira – task tracker for internal tasks
Hardware infrastructure:
•Amazon servers
Communication:
•Bitbucket
•Telegram
•Google sheets
Software Infrastructure:
•Jira – task tracker for internal tasks
Hardware infrastructure:
•Amazon servers
Project results: team deliverables
A team of 6 qualified developers has accelerated the development of the main product by 15%. For now the platform allows:
TEAM RESPONSIBILITY AREA
Back-end development
•Server side based on PHP
• Debugging work
• Unit testing
QA'
•Load testing
•Functional testing
•Calibration testing
TEAM RESPONSIBILITY AREA
Back-end development
•Server side based on PHP
• Debugging work
• Unit testing
QA'
•Load testing
•Functional testing
•Calibration testing
At the moment sprint contains an average of 60 tasks which allows team clearly follows Binomix backlog and issue releases every 2 weeks.

During our partnership Fayrix team has integrated Binomix platform with the Moscow services of the Health Department. At the moment, the platform can simultaneously analyze hundreds of thousands of X-rays and generate an instant report on who is sick and to what extent, and who is definitely not.
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03
02
2-week sprint
Planning all upcoming work for the team every 1 month
Constant cooperation with the client
Sprint tasks:
How we did it:
Overall productivity
growth
Faster software
development
20%
3
X
Binomix has released an integration platform that enables automated analysis of medical images based on artificial intelligence. Fayrix high quality team has completed the assigned tasks in a short time and increased the productivity and quality of the developed product up to 20%.
Sprint results:
Fayrix team for Binomix projects:
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