Abstract
The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “Computer algorithms (for example, machine learn ing models and/or artificial intelligence programs) may be implemented to analyz e trends and/or patterns in the data. For example, prediction models may analyze data related to medical claims for the purpose of identifying potential healthc are fraud, waste, abuse, error (FWAE), predicting disease progression, and/or the like. “Raw data may need to be transformed and/or converted to feature representations that are recognizable by and compatible with prediction models in order to be p rovided as input data. Applicant has identified many technical challenges, defic iencies and problems associated with transforming and/or converting raw data. Fo r example, many techniques do not fully capture all the intrinsic properties of raw data, resulting in information loss during transformation/conversion and ina ccurate outputs from the corresponding prediction models.”