A system for arranging and executing transport of alimentary components. Data is received by at least a server based off one or more diagnostic outputs of biological extractions, performed by a diagnostic engine, and a transport request based on the diagnostic outputs and other data pertaining to the user is transmitted to a client device associated with one or more physical performance entities. Based on the geographic location of the user and the transport request, one or more physical performance entities configured to transmit alimentary components aligning with the transport request are identified, and the transport request is transmitted to the client device based on a determination by the at least a server that the one or more physical performance entities include an ability to execute the transport request.

The invention is generally related to Inflammatory Bowel Disease, Irritable Bowel Syndrome and other immune-mediated inflammatory disorders (IMIDs) such as rheumatoid arthritis, the spondyloarthritis disease spectrum, connective tissue disorders, cutaneous inflammatory conditions, asthma and autoimmune neurological diseases such as multiple sclerosis, and more particularly to compositions and methods for management and amelioration of symptoms in a subject in need thereof. One embodiment of the present invention contemplates a system and method useful for managing and ameliorating IBD symptoms resulting in the development of a personalized diet for the IBD participant which will reduce or eliminate most IBD symptoms.

The invention is generally related to Inflammatory Bowel Disease, Irritable Bowel Syndrome and other immune-mediated inflammatory disorders (IMIDs) such as rheumatoid arthritis, the spondyloarthritis disease spectrum, connective tissue disorders, cutaneous inflammatory conditions, asthma and autoimmune neurological diseases such as multiple sclerosis, and more particularly to compositions and methods for management and amelioration of symptoms in a subject in need thereof. One embodiment of the present invention contemplates a system and method useful for managing and ameliorating IBD symptoms resulting in the development of a personalized diet for the IBD participant which will reduce or eliminate most IBD symptoms.

In an information providing method, purchase data indicating a purchase history of a control customer is acquired, and a merchandise category to which at least one merchandise belongs is determined from the purchase data. In this method, an extent of a potential health symptom of a target customer is further predicted using a health predictive model having the merchandise category to which at least one merchandise included in the purchase history belongs and an extent of the health symptom correlated therein, and the merchandise category. In the method, health information indicating the extent of the predicted health symptom is provided to the target customer.

The present disclosure relates to systems, devices, and methods for providing location-aware insights. The systems, devices, and methods may determine a visit history for a user that includes a plurality of locations visited by the user and may provide a semantic label to the visit history. The systems, devices, and methods may determine location related statistics for the visit history by analyzing the visit history and the semantic label. The systems, devices, and methods may generate one or more location-aware insights based on the location related statistics. The location-aware insights may identify patterns or location related statistics in the visit histories that may be related to the user's well-being or health.

The present disclosure relates to systems, devices, and methods for providing location-aware insights. The systems, devices, and methods may determine a visit history for a user that includes a plurality of locations visited by the user and may provide a semantic label to the visit history. The systems, devices, and methods may determine location related statistics for the visit history by analyzing the visit history and the semantic label. The systems, devices, and methods may generate one or more location-aware insights based on the location related statistics. The location-aware insights may identify patterns or location related statistics in the visit histories that may be related to the user's well-being or health.

A system for monitoring a patient's nutrition administration, the system including a processing device and a memory storing instructions executable by the processing device for: accessing nutrition administration information for a plurality of patients describing nutrition administered by different forms to the plurality of patients; accessing medical information about the plurality of patients from a healthcare information system; accessing nutritional requirement data describing a nutritional requirement for the plurality of patients; determining a difference between a nutritional requirement for a patient of the plurality of patients based on the nutritional requirement data, an amount of a nutrient administered to the patient, and the nutrition administration information; and integrating the nutrition administration information for the patient, the medical information for the patient, and the nutritional requirement data for the patient, for determining a nutritional adjustment for administering the amount of the nutrient to the patient based on the difference.

A system for monitoring a patient's nutrition administration, the system including a processing device and a memory storing instructions executable by the processing device for: accessing nutrition administration information for a plurality of patients describing nutrition administered by different forms to the plurality of patients; accessing medical information about the plurality of patients from a healthcare information system; accessing nutritional requirement data describing a nutritional requirement for the plurality of patients; determining a difference between a nutritional requirement for a patient of the plurality of patients based on the nutritional requirement data, an amount of a nutrient administered to the patient, and the nutrition administration information; and integrating the nutrition administration information for the patient, the medical information for the patient, and the nutritional requirement data for the patient, for determining a nutritional adjustment for administering the amount of the nutrient to the patient based on the difference.

A method for decreasing a number of individual entries in a database of user-created records which describe a single item by: receiving a plurality of user-created records, each of said records comprising at least a descriptive string; placing individual ones of the plurality of user-created records having a sufficiently similar descriptive string into one of a plurality of first groups; hashing the descriptive string of each of the plurality of first groups in order to place two or more groups into a single bin; performing a pair-wise comparison of the descriptive strings of the two or more groups in each bin; and when the comparison of the descriptive strings of the two or more groups in a bin results in a distance below a first threshold, merging the two or more groups into a combined group.

A method for decreasing a number of individual entries in a database of user-created records which describe a single item by: receiving a plurality of user-created records, each of said records comprising at least a descriptive string; placing individual ones of the plurality of user-created records having a sufficiently similar descriptive string into one of a plurality of first groups; hashing the descriptive string of each of the plurality of first groups in order to place two or more groups into a single bin; performing a pair-wise comparison of the descriptive strings of the two or more groups in each bin; and when the comparison of the descriptive strings of the two or more groups in a bin results in a distance below a first threshold, merging the two or more groups into a combined group.