John Matthew Sugden

Title: Innovations by John Matthew Sugden

Introduction

John Matthew Sugden is an accomplished inventor based in Lee's Summit, MO (US). He holds a total of 3 patents that focus on advancements in healthcare technology. His work primarily revolves around improving clinical decision-making processes and financial forecasting in healthcare settings.

Latest Patents

One of Sugden's latest patents is a machine learning clinical decision support system for risk categorization. This innovative system enhances risk categorization for clinical decision support and forecasts future healthcare spending. It synthesizes electronic medical records and health questionnaires with individual patient claim histories to provide a comprehensive risk index. The machine learning algorithms categorize patients into distinct group clusters based on risk, which may be associated with annual healthcare spending. This enables administrators to better forecast future healthcare expenditures on both individual and population levels.

Another significant patent by Sugden involves projecting the time-to-pay of healthcare invoices. This technology provides systems, methods, and computer-readable media for predicting the probability of a clinical invoice being paid by a specified date. The clinical invoice can take various forms, including insurance claims or bills to individuals. The methods described in this patent can estimate the probability of payment occurring by a specified date, which is crucial for healthcare facilities in managing outstanding claims and improving cash forecasts.

Career Highlights

Sugden is currently employed at Cerner Innovation, Inc., where he continues to develop innovative solutions in the healthcare sector. His contributions have significantly impacted the way healthcare providers manage risk and financial forecasting.

Collaborations

Some of Sugden's notable coworkers include Sasanka Are and Brian Thurston, who collaborate with him on various projects within the company.

Conclusion

John Matthew Sugden's innovative patents and contributions to healthcare technology demonstrate his commitment to improving clinical decision-making and financial management in the industry. His work continues to pave the way for advancements that benefit both healthcare providers and patients alike.