Client
PotentiaMetrics is an advanced healthcare analytics company,
providing personalized and predictive AI platforms
Services
Product Development, Data Platform
Industry
Healthcare
Tech
Laravel 6, Vue.js 2, MySQL, Selenium, Docker, AWS

Challenge

Millions of people are diagnosed with cancer each year. And every case of cancer is unique. Yet, many physicians still struggle to deliver personalized treatment due to a lack of a comprehensive knowledge base, while the experience of millions of cancer patients could be useful to create one. Our client was looking for an AI development team to launch a game-changing AI platform that would turn their extensive patient-reported outcomes database into a robust clinical decision support system.

We took on the following challenges:
Develop a scalable web service from scratch in 7 months
Provide infrastructure support through Amazon Web Services (AWS)
Optimize the client's MySQL database structure
Conduct database analysis using SQL Server, MySQL, and Amazon Relational Database Service (RDS)
Develop an algorithm for generating reports
Integrate DevOps into the development lifecycle. Set up a CI pipeline for the project and incorporate web testing into the development cycle
Convert the existing code to the Laravel framework
Build an API to communicate with the client database

Solution

The AI-driven platform is a web-based portal designed to collect, manage, and present patient-related data for newly-diagnosed cancer sufferers at the time of diagnosis and throughout the entire survivorship experience.
The web app consists of three integrated components: a MyInsights predictive analytics and decision support system; MyCommunity, a moderated social network where patients can share their experience and seek for support; MyJournal for recording evidence and documenting a cancer journey
MyInsights is an interactive predictive tool that generates visually compelling survival curves for newly-diagnosed oncology patients. To enhance its predictive algorithms, multiple patient-specific factors such as patient age, gender, comorbidity, cancer site, cancer stage, tumor grade were added
A user-friendly interactive web questionnaire to allow new oncology patients to specify their conditions in a hassle-free manner. There are also various easy-to-use report generation options that allow patients to print or download a report as a pdf file
The platform was empowered with the capability to monitor the patient's experience over time, thereby providing a unique insight into the patient's conditions and functioning
A 360-degree IT service implementation: from back-end and front-end development to UI/UX, from architecture optimization and database support to QA and DevOps integration
AI-based Clinical Decision Support System
AI-based Clinical System

Impact

With access to real world patient-reported outcomes instead of limited trial-based data, physicians can offer more personalized cancer treatment plans
The AI platform empowers patients by providing value-driven information on survival, quality of life, functioning, and cost of the entire cycle of care.
MyInsights that processes up-to-date information on a patient's condition provides critical insights for making prescriptive decisions
Patients are participating in data gathering that is intended to become a sort of collective wisdom. This can lead to profound improvements in cancer care
The platform reduces the rate of misdiagnosis by employing Machine Learning. ML can distinguish patterns that can be neglected by human clinicians
I have engaged ITrex in many different projects. The team has delivered a number of high-quality enterprise-level software solutions which are at the heart of our business. They are capable, hard-working and flexible. I have implicit trust and confidence in them.
Jeff Block
Jeff Block
VP of Process and Technology
PotentiaMetrics, Inc.

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