Abstract: A method provides patients with clinician referrals based on health assessment from users. Each health assessment includes a plurality of clinician selection characteristics and a plurality of health status conditions. The method retrieves a trained model, which has been trained according to a plurality of patients that have each provided a respective temporal sequence of health assessments during treatment by a respective clinician. The method forms a feature vector that includes the plurality of clinician selection characteristics and a plurality of health characteristics that are determined from the health status conditions. The method then applies the trained model to the feature vector to generate a list of candidate treating clinicians who have optimally treated patients whose clinician selection characteristics and determined health characteristics correlate with the health assessment from the user. The method then provides the generated list of candidate treating clinicians to the user for selection.

Abstract: A method builds models for matching patients to clinicians. For each of a plurality of patients, the method retrieves a plurality of clinician selection characteristics and a temporal sequence of two or more health assessments. Each health assessment tracks a plurality of health status conditions and a treating clinician. The method then forms a respective feature vector that includes the clinician selection characteristics, indicators for health characteristics, a computed health status change according to the temporal sequence of two or more health assessments, and an identifier of the treating clinician. The method uses the feature vectors to train a model that correlates sets of clinician selection characteristics and health characteristics to optimal treating clinicians. The method then stores the trained model in a database for subsequent use in matching new patients to treating clinicians.

Abstract: A method for displaying large amounts of information. The method includes the steps of forming a spatial layout of tiles each corresponding to a representative reference element; mapping observed elements onto the spatial layout of tiles of representative reference elements; assigning a respective value to each respective tile of the spatial layout of the representative elements; and displaying an image of the spatial layout of tiles of representative elements. Each tile includes atomic attributes of representative elements. The invention also relates to an apparatus for displaying large amounts of information.

Abstract: A method for displaying large amounts of information. The method includes the steps of forming a spatial layout of tiles each corresponding to a representative reference element; mapping observed elements onto the spatial layout of tiles of representative reference elements; assigning a respective value to each respective tile of the spatial layout of the representative elements; and displaying an image of the spatial layout of tiles of representative elements. Each tile includes atomic attributes of representative elements. The invention also relates to an apparatus for displaying large amounts of information.

Abstract: A method for displaying large amounts of information. The method includes the steps of forming a spatial layout of tiles each corresponding to a representative reference element; mapping observed elements onto the spatial layout of tiles of representative reference elements; assigning a respective value to each respective tile of the spatial layout of the representative elements; and displaying an image of the spatial layout of tiles of representative elements. Each tile includes atomic attributes of representative elements. The invention also relates to an apparatus for displaying large amounts of information.