Abstract: A personalized chronic care apparatus is disclosed herein. An example apparatus includes a server operating over a network, software stored on the server, and a compliance entry feature configured to receive compliance information related to a patient. The software includes an automated learning method for creating an overall kidney maintenance plan that specifies one or more controllable variables as actions performed by the patient to prevent or reduce complications associated with chronic kidney disease (“CKD”). The automated learning method is configured to perform an evaluation to determine whether a selected controllable variable is to be included in the overall kidney maintenance plan by confirming when (i) a worsening of kidney function is not determined between first evaluation data and second evaluation data over a testing period, and (ii) the compliance information provides a confirmation that the selected controllable variable was modified over the testing period.

Abstract: A personalized chronic care system including (i) a sensor; (ii) a data receiving device separate from the sensor and configured to receive data directly or indirectly from the sensor; (iii) a data analytics device separate from the sensor and including at least one algorithm configured to analyze the sensor data and provide an analyzed data outcome; and (iv) at least one output device separate from the sensor and in communication with the data analytics device, the at least one output device configured to receive and communicate the analyzed data outcome to a health care provider.

Abstract: A personalized chronic care system including (i) a sensor; (ii) a data receiving device separate from the sensor and configured to receive data directly or indirectly from the sensor; (iii) a data analytics device separate from the sensor and including at least one algorithm configured to analyze the sensor data and provide an analyzed data outcome; and (iv) at least one output device separate from the sensor and in communication with the data analytics device, the at least one output device configured to receive and communicate the analyzed data outcome to a health care provider.