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ML-based Medical Platform with a Hormonal Dosage Calculator

A convenient, secure platform for doctors where they can create patients' medical records and prescribe necessary insertions using a certified hormonal dosage calculation system.

A doctor talking to a patient

Project Highlights

The platform is fully HIPAA-compliant

Highly-efficient and accurate prescriptions

Unique dosage calculation system (for male, female, and transgender patients)

Millions of diverse parameters are taken into account by the algorithm during the dosage calculation

Successfully adopted by clinics in the US, Spain, and Brazil

Project Highlights

The platform is fully HIPAA-compliant

Highly-efficient and accurate prescriptions

Unique dosage calculation system (for male, female, and transgender patients)

Millions of diverse parameters are taken into account by the algorithm during the dosage calculation

Successfully adopted by clinics in the US, Spain, and Brazil

Project Summary

About Client

Our client is a renowned international medical group founded in 1992 and dedicated to improving the quality of life during all phases of ageing for men and women.
 
The company’s founder created a remarkable method of natural hormone therapy based on the proprietary bio-identical pellet hormone delivery system. This method was successfully implemented within the platform.
 
Over the years, the company has helped more than 250,000 patients around the globe and building a strong digital presence for the brand helped to increase the outreach and expand the customer base even further.

Client Request

Our client wanted to create a comprehensive medical platform that would allow healthcare professionals to calculate the necessary dosage of bioidentical hormone pellets, manage patients, and provide and receive online consultations regarding bioidentical hormone replacement therapy (BHRT).
 
The system is for internal use only, which means patients that receive treatment do not have access to it. The platform should be HIPAA-compliant and fully meet all of the requirements in regard to protected health information processing.
 
As Light IT Global was working on this project for an extensive period of time, our experts were asked to help with the implementation of multiple aspects of the solution.

The Outcome

A HIPAA-compliant medical platform became a convenient digital tool for healthcare workers to track and manage patients that require BHRT treatment, precisely calculate the hormone dosage based on the patient’s medical history, and receive online consultations from BHRT experts.
 
To meet all compliance requirements as well as the client’s business needs, Light IT Global took care of the following development aspects:

Implement a complex calculation algorithm created by medical professionals. The algorithm is based on a multitude of physiological parameters like age, gender, previous injections, etc.

Store medical data in an encrypted form to ensure PHI security

Regularly update the hormonal dosage calculator functionality in accordance with the doctors’ feedback

Introduce 5 unique user roles with separate access rights, permissions and different functionality available

Incorporate easy-to-use chat functionality to streamline online consultations regarding BHRT and general medical questions

Develop multiple additional security methods to prevent data breaches and unauthorized access (two-factor authentication, a profile auto-lock after 5 failed login attempts, etc.)

Apart from the team that was working on the software necessary for the client’s methodology implementation, a separate tech crew was bringing to life a number of additional services, which made the solution even more convenient and functional. The final product combines an advanced hormone dosage calculator with a multitude of tools a healthcare service provider might need. Some examples include easy treatment plan management, a certified provider directory, listing, and an educational centre to improve the quality of physician hormone therapy pellet training.

Project Summary

About Client

Our client is a renowned international medical group founded in 1992 and dedicated to improving the quality of life during all phases of ageing for men and women.
 
The company’s founder created a remarkable method of natural hormone therapy based on the proprietary bio-identical pellet hormone delivery system. This method was successfully implemented within the platform.
 
Over the years, the company has helped more than 250,000 patients around the globe and building a strong digital presence for the brand helped to increase the outreach and expand the customer base even further.

Client Request

Our client wanted to create a comprehensive medical platform that would allow healthcare professionals to calculate the necessary dosage of bioidentical hormone pellets, manage patients, and provide and receive online consultations regarding bioidentical hormone replacement therapy (BHRT).
 
The system is for internal use only, which means patients that receive treatment do not have access to it. The platform should be HIPAA-compliant and fully meet all of the requirements in regard to protected health information processing.
 
As Light IT Global was working on this project for an extensive period of time, our experts were asked to help with the implementation of multiple aspects of the solution.

The Outcome

A HIPAA-compliant medical platform became a convenient digital tool for healthcare workers to track and manage patients that require BHRT treatment, precisely calculate the hormone dosage based on the patient’s medical history, and receive online consultations from BHRT experts.
 
To meet all compliance requirements as well as the client’s business needs, Light IT Global took care of the following development aspects:

Implement a complex calculation algorithm created by medical professionals. The algorithm is based on a multitude of physiological parameters like age, gender, previous injections, etc.

Store medical data in an encrypted form to ensure PHI security

Regularly update the hormonal dosage calculator functionality in accordance with the doctors’ feedback

Introduce 5 unique user roles with separate access rights, permissions and different functionality available

Incorporate easy-to-use chat functionality to streamline online consultations regarding BHRT and general medical questions

Develop multiple additional security methods to prevent data breaches and unauthorized access (two-factor authentication, a profile auto-lock after 5 failed login attempts, etc.)

Apart from the team that was working on the software necessary for the client’s methodology implementation, a separate tech crew was bringing to life a number of additional services, which made the solution even more convenient and functional. The final product combines an advanced hormone dosage calculator with a multitude of tools a healthcare service provider might need. Some examples include easy treatment plan management, a certified provider directory, listing, and an educational centre to improve the quality of physician hormone therapy pellet training.

Location

USA

Industry

Healthcare

Partnership Period

Ongoing

Type

SAAS

Platform

Web

Team Size

18 experts

Services

IT Consulting, Custom Software Development

Expertise

Web development, DevOps Service, Quality Assurance Service, Data Science Service

Tech Stack

PHP, Laravel, MySQL, Redi, HTML, CSS3, TypeScript, Angular 9, RxJs, Angular Material

Project Details

Business Challenge

The development of any digital solution for a healthcare business requires the utmost care and attention on the part of the entrepreneur. The poor choice of an IT services provider can negatively impact not only the company’s profitability and public image but patients’ lives and health as well.
 
Because of the technical complexity of the project our client was willing to bring to life, they were looking for a well-equipped technical team that could handle a large amount of work, had experience developing HIPAA-compliant solutions, and could cooperate with other experts (like doctors and lawyers).
 
At the same time, the IT provider should not only have profound healthcare industry expertise and state-of-the-art technology mastery but also understand the needs of the target audience. The goal was to make the solution user-friendly and intuitive, even for doctors who have never used a digital hormone dosage calculator before, as the platform also helps to popularize bioidentical hormone replacement therapy.

Implementation

As Light IT Global was trusted to bring to life a complex proprietary patented tool that relies on precise calculations and a myriad of diverse parameters, the development team worked closely with highly-qualified healthcare professionals. Medical experts regularly provided their feedback on the precision of a hormone dosage calculator and overall performance so that Light IT Global’s experts could quickly refine and update the algorithm.
 
The algorithm itself was implemented as a separate system module with maximum test coverage. To guarantee the excellent quality of the digital product, we’ve utilized the following instruments:

Test cases

Autotests

Unit test for critical system modules

Manual testing

Smoke and regression testing

Software Composition Analysis via SonarQube

Error tracking via Sentry

Ensuring top-notch security for all of the protected health information stored and transmitted via the system also was a priority and one of the biggest technical challenges for Light IT Global. To safeguard the platform’s HIPAA compliance, our technical experts cooperated with the legal team and the consultants to successfully implement a set of security measures that included the following:

Design the platform’s architecture according to AWS and HIPAA standards

Set up two-factor authentication (password + SMS or email confirmation code)

Check sessions from another IP and auto-lock the user after 5 failed login attempts

Force logout after a period of being idle and force a password change every 3 months

Implement data encryption and SSL/HTTPS traffic protection + database encryption in the rest

Incorporate audit log to record and track access to protected health information

Introduce 5 different user roles with different access levels to the platform’s functionality

To protect the software from typical web vulnerabilities, Light IT Global also enforced:

Cross-site scripting (XSS) protection

Cross-site request forgery (CSRF) protection

SQL injection protection

Clickjacking protection

Additional host header validation

Solution Delivered

Our client has received a custom feature-packed medical platform implementing a proprietary HRT dosage method. The software meets all compliance requirements, ergo, safeguards the highest level of data security, integrity, and privacy.
 
The system was designed to be used by doctors and healthcare workers (practice administrators, support staff) and consists of generally accessible and private functionality. Features like a blog, provider search (including a filtering system), free educational resources, and company contact info are public. However, all of the complex functionality intended for internal use, like the hormonal dosage calculator, different types of reports, activities log, consultation requests, insertion note templates, etc., is available only upon authorization.
 
While the core of the application, which is a hormone dosage calculation algorithm, is very complex and depends on many changing parameters, the platform itself is very easy-to-use. All the medical professional has to do is log in, choose the patient type, fill in a simple form, and click “calculate.”The precise algorithm will come up with the correct dosage in a matter of seconds.
 
Depending on the user’s role, they get access to specific parts of the platform’s functionality. For example, doctors can manage patients and related information (e.g. labs, site notes, prescriptions), consult, calculate the hormone dosage, and manage insertion note templates and sticky notes. On the other hand, the support staff members (nurses, receptionists, etc.) are able to work with most of the features listed above but have no access to the dosage calculator. Such limitations, complemented by additional security measures like a forced log out after a period of being idle, help to prevent unauthorized access attempts and protect sensitive information.
 
To make the software even more convenient for the user, it supports multiple sought-after integrations like Cerbo EMR or Twilio for SMS notifications.
 
The introduction of additional services which complement the core functionality not only simplifies the interaction between physicians and patients but between our client and the healthcare providers as well. The medical facilities opting for this solution get access to a set of instruments that allow their practitioners deliver unique treatment plans based on the patients’ needs (therapy for men, women, transgender persons, people diagnosed with Parkinson’s disease or traumatic brain injury, etc.)
Hormonal dosage calculation system interface

Business Outcome

A unique secure, and reliable HIPPA-compliant web app for managing patient data and HRT treatment plans improved the quality and speed of the healthcare providers’ work. At the moment, the system is used by more than 1200 providers, predominantly in the US but in other countries as well (Brazil, Spain, etc.).
 
The solution was carefully tested in different countries by hundreds of medical facilities. The physicians noted the system’s fail-safeness, robustness, and ease of use, which gave our client a significant competitive advantage and safeguarded the platform’s commercial success.
 
The platform’s quality was recognized by the healthcare professionals community and named the “Easiest HRT Dosing Platform.” For several years our client’s company remains one of the market leaders in bioidentical hormone replacement therapy, and the number of practices choosing to utilize their original HRT dosing method and a hormonal dosage calculator is constantly growing.
 
The fact that the system is fully HIPAA-compliant helps boost the audience’s loyalty and the solution's credibility while flawless technical execution and constant control minimize the risks of error.

Project Details

Business Challenge

The development of any digital solution for a healthcare business requires the utmost care and attention on the part of the entrepreneur. The poor choice of an IT services provider can negatively impact not only the company’s profitability and public image but patients’ lives and health as well.
 
Because of the technical complexity of the project our client was willing to bring to life, they were looking for a well-equipped technical team that could handle a large amount of work, had experience developing HIPAA-compliant solutions, and could cooperate with other experts (like doctors and lawyers).
 
At the same time, the IT provider should not only have profound healthcare industry expertise and state-of-the-art technology mastery but also understand the needs of the target audience. The goal was to make the solution user-friendly and intuitive, even for doctors who have never used a digital hormone dosage calculator before, as the platform also helps to popularize bioidentical hormone replacement therapy.

Implementation

As Light IT Global was trusted to bring to life a complex proprietary patented tool that relies on precise calculations and a myriad of diverse parameters, the development team worked closely with highly-qualified healthcare professionals. Medical experts regularly provided their feedback on the precision of a hormone dosage calculator and overall performance so that Light IT Global’s experts could quickly refine and update the algorithm.
 
The algorithm itself was implemented as a separate system module with maximum test coverage. To guarantee the excellent quality of the digital product, we’ve utilized the following instruments:

Test cases

Autotests

Unit test for critical system modules

Manual testing

Smoke and regression testing

Software Composition Analysis via SonarQube

Error tracking via Sentry

Ensuring top-notch security for all of the protected health information stored and transmitted via the system also was a priority and one of the biggest technical challenges for Light IT Global. To safeguard the platform’s HIPAA compliance, our technical experts cooperated with the legal team and the consultants to successfully implement a set of security measures that included the following:

Design the platform’s architecture according to AWS and HIPAA standards

Set up two-factor authentication (password + SMS or email confirmation code)

Check sessions from another IP and auto-lock the user after 5 failed login attempts

Force logout after a period of being idle and force a password change every 3 months

Implement data encryption and SSL/HTTPS traffic protection + database encryption in the rest

Incorporate audit log to record and track access to protected health information

Introduce 5 different user roles with different access levels to the platform’s functionality

To protect the software from typical web vulnerabilities, Light IT Global also enforced:

Cross-site scripting (XSS) protection

Cross-site request forgery (CSRF) protection

SQL injection protection

Clickjacking protection

Additional host header validation

Solution Delivered

Our client has received a custom feature-packed medical platform implementing a proprietary HRT dosage method. The software meets all compliance requirements, ergo, safeguards the highest level of data security, integrity, and privacy.
 
The system was designed to be used by doctors and healthcare workers (practice administrators, support staff) and consists of generally accessible and private functionality. Features like a blog, provider search (including a filtering system), free educational resources, and company contact info are public. However, all of the complex functionality intended for internal use, like the hormonal dosage calculator, different types of reports, activities log, consultation requests, insertion note templates, etc., is available only upon authorization.
 
While the core of the application, which is a hormone dosage calculation algorithm, is very complex and depends on many changing parameters, the platform itself is very easy-to-use. All the medical professional has to do is log in, choose the patient type, fill in a simple form, and click “calculate.”The precise algorithm will come up with the correct dosage in a matter of seconds.
 
Depending on the user’s role, they get access to specific parts of the platform’s functionality. For example, doctors can manage patients and related information (e.g. labs, site notes, prescriptions), consult, calculate the hormone dosage, and manage insertion note templates and sticky notes. On the other hand, the support staff members (nurses, receptionists, etc.) are able to work with most of the features listed above but have no access to the dosage calculator. Such limitations, complemented by additional security measures like a forced log out after a period of being idle, help to prevent unauthorized access attempts and protect sensitive information.
 
To make the software even more convenient for the user, it supports multiple sought-after integrations like Cerbo EMR or Twilio for SMS notifications.
 
The introduction of additional services which complement the core functionality not only simplifies the interaction between physicians and patients but between our client and the healthcare providers as well. The medical facilities opting for this solution get access to a set of instruments that allow their practitioners deliver unique treatment plans based on the patients’ needs (therapy for men, women, transgender persons, people diagnosed with Parkinson’s disease or traumatic brain injury, etc.)
Hormonal dosage calculation system interface

Business Outcome

A unique secure, and reliable HIPPA-compliant web app for managing patient data and HRT treatment plans improved the quality and speed of the healthcare providers’ work. At the moment, the system is used by more than 1200 providers, predominantly in the US but in other countries as well (Brazil, Spain, etc.).
 
The solution was carefully tested in different countries by hundreds of medical facilities. The physicians noted the system’s fail-safeness, robustness, and ease of use, which gave our client a significant competitive advantage and safeguarded the platform’s commercial success.
 
The platform’s quality was recognized by the healthcare professionals community and named the “Easiest HRT Dosing Platform.” For several years our client’s company remains one of the market leaders in bioidentical hormone replacement therapy, and the number of practices choosing to utilize their original HRT dosing method and a hormonal dosage calculator is constantly growing.
 
The fact that the system is fully HIPAA-compliant helps boost the audience’s loyalty and the solution's credibility while flawless technical execution and constant control minimize the risks of error.

Location

USA

Industry

Healthcare

Partnership Period

Ongoing

Type

SAAS

Platform

Web

Team Size

18 experts

Services

IT Consulting, Custom Software Development

Expertise

Web development, DevOps Service, Quality Assurance Service, Data Science Service

Tech Stack

PHP, Laravel, MySQL, Redi, HTML, CSS3, TypeScript, Angular 9, RxJs, Angular Material

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