Medical health information system for health assessment, weight management and meal planning

A computer implemented method, comprising:

• receiving, from one or more input devices, patient data comprising one or more of phenotype data specific to a patient, biometric data specific to the patient, nutritional health data specific to the patient, medical claims data specific to the patient, and organizational data specific to an organization to which the patient belongs;
• generating, using one or more processors, one or more predictive models based on the patient data, using one or more algorithms executing on at least one processor of a computing apparatus, the one or more predictive models determining user specific weight management guidelines, meal planning recommendations, or both;
• and
• outputting, onto one or more output devices, the weight management guidelines, meal planning recommendations, or both, to the user.

In a networked computer environment, a system, comprising:

• a storage device storing patient data comprising one or more of phenotype data specific to a patient, biometric data specific to the patient, nutritional health data specific to the patient, medical claims data specific to the patient, and organizational data specific to an organization to which the patient belongs;
• at least one processor provided with executable instructions for generating one or more predictive models, using one or more algorithms executing on the at least one processor, the one or more predictive models determining and indicating a potential for development by the patient of disease and adverse health conditions, or providing users with weight management guidelines and meal planning, or both;
• and
• an output mechanism configured to output the potential for development by the patient of disease and adverse health conditions, the weight management guidelines and meal planning, or both.

In a networked computer environment, a system, comprising:

• a storage device storing patient data comprising one or more of phenotype data specific to a patient, biometric data specific to the patient, nutritional health data specific to the patient, medical claims data specific to the patient, and organizational data specific to an organization to which the patient belongs;
• generating one or more predictive models based on the patient data, using one or more algorithms executing on at least one processor of a computing apparatus, the one or more predictive models determining user specific weight management guidelines, meal planning recommendations, or both;
• and
• an output mechanism configured to output the weight management guidelines, meal planning recommendations, or both, to the user.