Abstract: A method for rating a medical facility based on complication rates includes determining, for each procedure of a group of procedures, a temporal filter for complications associated with the procedure based on information obtained from a group of data sources, the group data sources including one or more data sources with encrypted patient data. The method also includes identifying a group of patients having performed a same procedure at the medical facility. The method further includes filtering, from the group of patients, complications associated with the group of patients based on the temporal filter to generate a list of filtered complications. The method also includes generating a rating for the medical facility based on a quantity of complications in the list of filtered complications.

Abstract: Various embodiments of systems and methods allow a system to identify subsets of items by mixing and matching identified features in one or more other items. A system can identify features of items in an item database. The system can then calculate “fingerprints” of these features which are vectors describing the characteristics of the features. The system can present a collection of items and a user can select an item of the collection. The user can then select positive features to include in a search and/or negative features to include in the search. The system can then do a search of the database for items that contain features similar to those positive features and do not contain features similar to those negative features. The user can select features through a variety of means.

Abstract: System and methods are provided for improved visual search systems that can use local features of images. The search system provides a user interface that enables a user to select areas or portions of an image to search on the selected features and the overall appearance of the image. The search system further provides customized user interfaces to exclude certain portions of images from the search algorithms. The search system can be used to detect potential intellectual property risks associated with items in an electronic catalog.

Abstract: Techniques for prioritizing images associated with an item to display an appropriate image based on a query are described herein. For example, an attention score for an item attribute in an image of an item may be generated based at least in part on a model that uses one or more images of the item. The item attribute for the item associated with a query may be obtained. A plurality of items may be determined based at least in part on the item attribute being associated with the plurality of items where an individual item of the plurality of items includes a plurality of images of the item. The plurality of images of the individual item may be ranked based at least in part on corresponding attention scores associated with each image of the plurality of images.

Abstract: Various embodiments of systems and methods allow a system to identify subsets of items by mixing and matching identified features in one or more other items. A system can identify features of items in an item database. The system can then calculate “fingerprints” of these features which are vectors describing the characteristics of the features. The system can present a collection of items and a user can select an item of the collection. The user can then select positive features to include in a search and/or negative features to include in the search. The system can then do a search of the database for items that contain features similar to those positive features and do not contain features similar to those negative features. The user can select features through a variety of means.

Abstract: Various embodiments of systems and methods allow a system to identify subsets of items by mixing and matching identified features in one or more other items. A system can identify features of items in an item database. The system can then calculate “fingerprints” of these features which are vectors describing the characteristics of the features. The system can present a collection of items and a user can select an item of the collection. The user can then select positive features to include in a search and/or negative features to include in the search. The system can then do a search of the database for items that contain features similar to those positive features and do not contain features similar to those negative features. The user can select features through a variety of means.

Abstract: Techniques for prioritizing images associated with an item to display an appropriate image based on a query are described herein. For example, an attention score for an item attribute in an image of an item may be generated based at least in part on a model that uses one or more images of the item. The item attribute for the item associated with a query may be obtained. A plurality of items may be determined based at least in part on the item attribute being associated with the plurality of items where an individual item of the plurality of items includes a plurality of images of the item. The plurality of images of the individual item may be ranked based at least in part on corresponding attention scores associated with each image of the plurality of images.

Abstract: The invention features methods, systems, and computer programs for generating a customized set of possible medical conditions, thereby providing access to medical information relevant to the user's state of health. The methods and systems involve at least some of the following steps: receiving a list of symptoms specified in terms selected from a first language set; translating the list of symptoms into a translated list of symptoms specified in terms selected from a second language set; using the translated list of symptoms to generate possible medical conditions, the possible medical conditions described in terms of the second language set; and translating the possible medical conditions into descriptions that are specified in terms selected from the first language set.

Abstract: Personalization of access to health or benefit-related information on a computer network is provided based upon a health history of a user. In one implementation, personal health or benefit-related information about the user is obtaining from the user operating a client computer. The health or benefit-related information includes one or more health or benefit-related terms that each corresponds to a health or benefit-related concept. The health related terms provided by the user are correlated with a health terminology thesaurus that is stored on a computer-readable medium, such as at a server remote from the user client. Each of the health or benefit-related terms is associated with a health or benefit-related concept, which has one or more health or benefit-related works associated therewith. The works associated with health or benefit-related concepts are then made accessible over a computer network to the user.

Abstract: The invention features methods, systems, and computer programs for generating a customized set of possible medical conditions, thereby providing access to medical information relevant to the user's state of health. The methods and systems involve at least some of the following steps: receiving a list of symptoms specified in terms selected from a first language set; translating the list of symptoms into a translated list of symptoms specified in terms selected from a second language set; using the translated list of symptoms to generate possible medical conditions, the possible medical conditions described in terms of the second language set; and translating the possible medical conditions into descriptions that are specified in terms selected from the first language set.

Abstract: Personalization of access to health or benefit-related information on a computer network is provided based upon a health history of a user. In one implementation, personal health or benefit-related information about the user is obtaining from the user operating a client computer. The health or benefit-related information includes one or more health or benefit-related terms that each corresponds to a health or benefit-related concept. The health related terms provided by the user are correlated with a health terminology thesaurus that is stored on a computer-readable medium, such as at a server remote from the user client. Each of the health or benefit-related terms is associated with a health or benefit-related concept, which has one or more health or benefit-related works associated therewith. The works associated with health or benefit-related concepts are then made accessible over a computer network to the user.

Abstract: Systems, apparatus, and methods for anonymously testing and reporting disease susceptibility are provided. One method described herein includes providing a disease susceptibility kit configured to enable collection and forwarding of a DNA test specimen for disease susceptibility testing, where the kit includes a user results request with a user results identifier. The method further includes receiving the user results request, receiving disease susceptibility test results for the DNA test specimen, where the DNA test specimen is identified by a computer-readable specimen identifier associated with the user results identifier, matching the specimen identifier for the disease susceptibility test results with the associated user results request via the user results identifier, and forwarding the disease susceptibility test results in accordance with the user results request.

Abstract: Systems, apparatus, and methods for anonymously testing and reporting drug efficacy or safety are provided. One method described herein includes providing a DNA collection kit configured to enable collection and forwarding of a DNA test specimen for testing, wherein the kit includes a user results request with a user results identifier. The method further includes receiving the user results request, receiving test results for the DNA test specimen, wherein the DNA test specimen is identified by a computer-readable specimen identifier associated with the user results identifier, matching the specimen identifier for the test results of the DNA test specimen with the associated user results request via the user results identifier, and forwarding the test results in accordance with the user results request.