Abstract: A method of dosing multiple drugs for an individual patient, by collecting data from the individual patient including drugs to be taken by the patient and genetic testing information, analyzing the individual patient data in view of dosing criteria established based on outside patient data, and determining doses of multiple drugs for each drug taken by the individual patient. A logic engine for dosing multiple drugs, including an algorithm stored on non-transitory computer readable media for collecting outside data to establish criteria for dosing multiple drugs to an individual patient and storing the outside data and individual patient data in a database, analyzing the individual patient data in view of criteria established from the outside data, and determining a dose for each drug to be taken.

Abstract: A method of dosing food and nutrients for an individual patient, by collecting data from the individual patient including food and nutrients to be taken by the patient, analyzing the data in view of dosing criteria established based on outside data, and determining a dose for each food and nutrient taken by the individual patient. A logic engine for dosing food and nutrients, including an algorithm stored on non-transitory computer readable media for collecting outside data to establish criteria for dosing food and nutrients to an individual patient and patient data and storing outside data and patient data in a database, analyzing the individual patient data in view of criteria established from the outside data, and determining a dose for each food and nutrient to be taken.

Abstract: A method of dosing food and nutrients for an individual patient, by collecting data from the individual patient including food and nutrients to be taken by the patient, analyzing the data in view of dosing criteria established based on outside data, and determining a dose for each food and nutrient taken by the individual patient. A logic engine for dosing food and nutrients, including an algorithm stored on non-transitory computer readable media for collecting outside data to establish criteria for dosing food and nutrients to an individual patient and patient data and storing outside data and patient data in a database, analyzing the individual patient data in view of criteria established from the outside data, and determining a dose for each food and nutrient to be taken.

Abstract: One embodiment of a method for monitoring performance of a trained machine learning model includes receiving at least one of one or more first inputs or one or more first outputs of the trained machine learning model during a first time period, receiving at least one of one or more second inputs or one or more second outputs of the trained machine learning model during a second time period, and computing a data drift score based on the at least one of the one or more first inputs or the one or more first outputs, the at least one of the one or more second inputs or the one or more second outputs, and a predefined policy.

Abstract: A method of dosing cancer therapies, by collecting patient data including cancer therapies/drugs to be taken, analyzing the data in view of dosing criteria established based on outside data, and determining a dose for each cancer therapy/drug taken. A logic engine for dosing cancer therapies, including an algorithm stored on non-transitory computer readable media for collecting clinical trial data to establish criteria for dosing cancer therapies/drugs to a single patient and patient data and storing the clinical trial data and patient data in a database, analyzing the patient data in view of criteria established from the clinical trial data, and determining a dose for each cancer therapy/drug. A method of adjusting treatment of a cancer patient.

Abstract: A method of dosing cancer therapies, by collecting patient data including cancer therapies/drugs to be taken, analyzing the data in view of dosing criteria established based on outside data, and determining a dose for each cancer therapy/drug taken. A logic engine for dosing cancer therapies, including an algorithm stored on non-transitory computer readable media for collecting clinical trial data to establish criteria for dosing cancer therapies/drugs to a single patient and patient data and storing the clinical trial data and patient data in a database, analyzing the patient data in view of criteria established from the clinical trial data, and determining a dose for each cancer therapy/drug. A method of adjusting treatment of a cancer patient.

Abstract: An application for tracking disease, pain, and mental health symptom triggers including an input module for inputting variables from a user in electronic communication with an output variable module, an analysis module for analyzing input variables and output variables, and an output module for presenting results to the user. A method of tracking disease, pain, and mental health triggers, by a user inputting data about nutrition, medication, lifestyle, symptoms, pain, and user defined metrics in an application, performing an analysis on the data, and outputting a result from the data identifying daily activities that effect the user's disease/mental health and trigger symptoms. A method of preventing adverse events.

Abstract: A method of dosing food and nutrients for an individual patient, by collecting data from the individual patient including food and nutrients to be taken by the patient, analyzing the data in view of dosing criteria established based on outside data, and determining a dose for each food and nutrient taken by the individual patient. A logic engine for dosing food and nutrients, including an algorithm stored on non-transitory computer readable media for collecting outside data to establish criteria for dosing food and nutrients to an individual patient and patient data and storing outside data and patient data in a database, analyzing the individual patient data in view of criteria established from the outside data, and determining a dose for each food and nutrient to be taken.

Abstract: An application for tracking infectious disease including an input module for inputting variables from a user in electronic communication with an output variable module, an analysis module for analyzing input variables and output variables, and an output module for presenting results to the user. A method of tracking infectious disease, by a user inputting data about symptoms of infectious disease and user defined metrics in an application, performing an analysis on the data, and outputting a result from the data tracking symptom progression, tracking geolocation of symptoms and outbreaks, and tracking trends among individuals without symptoms and individuals with different diseases. A method of monitoring the health of employees and students.

Abstract: A method of dosing multiple drugs for an individual patient, by collecting data from the individual patient including drugs to be taken by the patient and genetic testing information, analyzing the individual patient data in view of dosing criteria established based on outside patient data, and determining doses of multiple drugs for each drug taken by the individual patient. A logic engine for dosing multiple drugs, including an algorithm stored on non-transitory computer readable media for collecting outside data to establish criteria for dosing multiple drugs to an individual patient and storing the outside data and individual patient data in a database, analyzing the individual patient data in view of criteria established from the outside data, and determining a dose for each drug to be taken.

Abstract: A method of dosing cancer therapies, by collecting patient data including cancer therapies/drugs to be taken, analyzing the data in view of dosing criteria established based on outside data, and determining a dose for each cancer therapy/drug taken. A logic engine for dosing cancer therapies, including an algorithm stored on non-transitory computer readable media for collecting clinical trial data to establish criteria for dosing cancer therapies/drugs to a single patient and patient data and storing the clinical trial data and patient data in a database, analyzing the patient data in view of criteria established from the clinical trial data, and determining a dose for each cancer therapy/drug. A method of adjusting treatment of a cancer patient.

Abstract: A method and algorithm for dosing single and multiple drugs for an individual patient includes the step of collecting data from the individual patient. The data includes drugs to be taken by the patient, the patient's age, medical condition, metabolism, and other factors. The method further includes the steps of analyzing the individual patient data in view of dosing criteria established based on patient population data. Based on the analysis, a dose of the single or multiple drugs is recommended. Alternative treatment options can also be recommended.

Abstract: A system for improving combustion including electrolysis means for producing and storing hydrogen and oxygen gases operatively connected to injection means for injecting the hydrogen and oxygen gas into a combustion device. A hydrogen enrichment system. A method of improving combustion by producing and storing hydrogen and oxygen gases, injecting the hydrogen and oxygen gases into a combustion device, and performing combustion. A method of distributing current in an electrolysis system.