Patent ID: 11961617
Assignee: nan
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 19:
20. The system of claim 1, further comprising performing training operations on the machine learning engine, wherein the training operations comprise:
(a) retrieving a set of data comprising a set of patient-generated data, wherein the set of patient-generated data comprises a plurality of patients' health records, associated information provided by the plurality of patients, and health conditions of the plurality of patients;
(b) dividing the set of patient-generated data into a training data set and a testing data set;
(c) applying the training data set to train the machine learning engine such that at least one parameter of the machine learning engine is updated;
(d) determining a training score by applying the testing data set to the trained machine learning engine to generate predicted patient health conditions, wherein the training score is generated based on an accuracy of the generated patient health conditions in comparison to the health conditions of the plurality of patients in the testing data set;
(e) if the training score is lower than a predetermined value and a maximum repetition is not reached, repeat at least (b)-(d) such that the machine learning engine is re-trained.