Holistic hospital patient care and management system and method for automated facial biological recognition

A holistic hospital patient care and management system comprising:

• a data store operable to receive and store data associated with a plurality of patients including clinical and non-clinical data, the clinical data are selected from at least one member of the group consisting of:
• vital signs and other physiological data;
• data associated with physical exams by a physician, nurse, or allied health professional;
• medical history;
• allergy and adverse medical reactions;
• family medical information;
• prior surgical information;
• emergency room records;
• medication administration records;
• culture results;
• dictated clinical notes and records;
• gynecological and obstetric information;
• mental status examination;
• vaccination records;
• radiological imaging exams;
• invasive visualization procedures;
• psychiatric treatment information;
• prior histological specimens;
• laboratory data;
• genetic information;
• physician's and nurses' notes;
• networked devices and monitors;
• pharmaceutical and supplement intake information;
• and focused genotype testing;
• and the non-clinical data are selected from at least one member of the group consisting of:
• social, behavioral, lifestyle, and economic data;
• type and nature of employment data;
• job history data;
• medical insurance information;
• hospital utilization patterns;
• exercise information;
• addictive substance use data;
• occupational chemical exposure records;
• frequency of physician or health system contact logs;
• location and frequency of habitation change data;
• predictive screening health questionnaires;
• personality tests;
• census and demographic data;
• neighborhood environment data;
• dietary data;
• participation in food, housing, and utilities assistance registries;
• gender;
• marital status;
• education data;
• proximity and number of family or care-giving assistant data;
• address data;
• housing status data;
• social media data;
• educational level data;
• and data entered by patients;
• a plurality of video cameras installed at various locations in the hospital configured for capturing facial images of at least one of the plurality of patients;
• a plurality of presence detection sensors configured to detect a plurality of tags associated with a plurality of patients to enable real-time tracking location and status;
• at least one predictive model including a plurality of weighted risk variables and risk thresholds in consideration of the clinical and non-clinical data including patient location and captured images, and configured to identify at least one medical condition associated with the at least one patient;
• a risk logic module configured to apply the at least one predictive model to the clinical and non-clinical data, including the captured facial images, to determine at least one risk score associated with each of the plurality of patients, and to stratify the risks associated with the at least one patient in response to the risk scores;
• a facial biological change logic module configured to receive location data from the plurality of presence detection sensors, the risk score and medical condition associated with the at least one patient, and captured facial images of the at least one patient, analyze the captured facial images, and generating an alert in response to a detected change in biological change of the at least one patient;
• and
• a data presentation module configured to present the alert to a medical staff via a specified device.