Optum, Inc.

Patrick White

Somadev Pasala

Anthony Degliomini

Donald Johnson

Dhaval Shah

Sreedhar Potturi

Michael Brennan

A computing entity accesses instances of medical information corresponding to a population of patients and generates a plurality of medical sentences corresponding to the population by, for each patient of the population, generating one medical sentence corresponding to the patient and a timestamp associated with each instance such that the one medical sentence comprises one or more medical codes in a chronological order. The computing entity generates a vector dictionary comprising a plurality of multi-dimensional vectors based on a vector generation model trained using machine learning and the plurality of medical sentences with each multi-dimensional vector corresponding to a medical code. The computing entity generates a digital representation of a first patient of the population using an anagram model and the vector dictionary, determines a health state of the first patient based on the digital representation, and provides an output indicating the health state of the first patient.

Digital representations of past, current, and future health using vectors

A three-dimensional visualization of patient medical information is provided via a user interface of a user computing entity. Responsive to receiving user input, the user computing entity transmits a visualization request that comprises a patient indication and a desired visualization type indication. The user computing entity receives a three-dimensional visualization corresponding to the patient indication and the desired visualization type indication. The three-dimensional visualization is generated by mapping one or more medical codes each to a corresponding set of x, y, z coordinates. The three-dimensional visualization is displayed via the interactive user interface and comprises (a) a graphical representation of a human body corresponding to the x, y, z coordinates and (b) one or more points and/or zones. Each point and/or zone (i) is mapped to a location on the graphical representation of the human body via a body coordinate and (ii) corresponds to a medical code.

Generating spatial visualizations of a patient medical state

Growing community of inventors

Gladstone, NJ, United States of America

Patrick White