GOLDman standard phantoms
A detailed insights of how we excelled in every industry by delivering what we promised to our clients. A section wise description of how we did it so you can do it too.
About
Gold Standard Phantoms, a spinout company which aims to set quality standards in quantitative medical imaging. Appnox collaborated with Gold Standard Phantoms to offer comprehensive solution in advanced machine learning.
It is originated from the esteemed University College London’s Institute of Neurology. We collaborated to work responsibly on the recurring issues that affects the quality of medical imaging that stunts the development of healthcare industry. Appnox Technologies skilled and experienced developers provide advanced AI/ML solutions to transform healthcare industry.
What problems they were facing
- Healthcare Industry wastes a lot of resources in collecting patient records, then processing it and ultimately producing the accurate results. Find out a way to optimize the healthcare industry.
- Provide a cost effective solution to optimize the overall treatment process laying importance on the execution of the solution not that looks good in the document.
- In-depth research to integrate effectively with healthcare. A perfect collaboration of tech and healthcare - an assignment perfectly understood by Appnox.
Solutions we offered
Appnox Technologies ensured that to solve this issue we need a seamless collaboration among stakeholders. Such as clinicians, radiographers, radiological societies, manufacturers, pharmaceutical companies, and regulatory bodies. with the roadmap for its development.
Along with the tech experts, which was resolved because Appnox has Top developers, Project Managers and some talented staff that can communicate well and adjust well with everyone.
Once, skilled and talented members are onboard, Innovation begins. The cutting-edge calibration solutions that enables medical imaging to transition from subjective interpretation to objective, quantitative measurements.
Our team of experts works diligently to provide reliable calibration results. We make sure the results are accurate which was the purpose from the beginning. The accurate predictive imaging results for healthcare professionals and researchers worldwide that would save a lot of time of healthcare professionals.
Architectural Plan
- Cloud-Based Scalable Architecture – Implemented a cloud infrastructure (AWS/GCP/Azure) to handle large-scale medical imaging data, ensuring high availability and scalability for healthcare institutions.
- Modular Microservices Architecture – Developed independent services for data processing, AI model execution, and image calibration, allowing seamless updates and scalability without disrupting operations.
- High-Performance Data Pipeline – Designed an efficient data pipeline to automate data ingestion, processing, and output generation for predictive imaging, ensuring real-time and batch processing capabilities.
- Regulatory Compliance & Security Framework – Built a HIPAA/GDPR-compliant architecture with end-to-end encryption and role-based access control to ensure data privacy and regulatory adherence.
Technical Approach
- AI-Driven Image Calibration – Integrated advanced machine learning models to enhance image quality, standardize measurements, and reduce human subjectivity in medical imaging interpretation.
- Automated Data Processing with AI/ML – Implemented deep learning algorithms for automated segmentation, anomaly detection, and predictive analytics, reducing manual efforts and improving efficiency.
- Interoperable System with EHR Integration – Developed APIs to seamlessly integrate with existing Electronic Health Record (EHR) systems, allowing smooth data exchange and reducing redundancies
- Edge Computing for Real-Time Processing – Utilized edge AI to process critical imaging data closer to the source, enabling faster analysis and minimizing cloud dependency in time-sensitive scenarios
Team
A Team of 7 transformers .
- Technical Project Manager
- 1 UX/UI Designer
- 1 QA Engineer
- 2 Node JS Developers
- 1 React.JS Developer
- 1 React Native Developer
Results
- Appnox helped improve patient care by 60% which is a huge success in the healthcare industry. This optimization came from better diagnosis procedure, treatment decisions which ultimately improved patient outcomes.
- Collaboration with healthcare professionals equipped us with advanced medical knowledge to generate reliable imaging data allows for more robust research and development in the medical field.
- GSP’s solutions have the potential to revolutionize medical imaging by transitioning it from a qualitative to a quantitative science. A complete Industry transformation.
- Achieved patient care satisfaction based on positive reviews from our patients. 75% Increase in total positive patients feedback, at the top being faster diagnosis and faster onset of treatment.