A system and method for analyzing a data store of de-identified patient data to generate one or more dynamic user interfaces usable to predict an expected response of a particular patient population or cohort when provided with a certain treatment. The automated analysis of patterns occurring in patient clinical, molecular, phenotypic, and response data, as facilitated by the various user interfaces, provides an efficient, intuitive way for clinicians to evaluate large data sets to aid in the potential discovery of insights of therapeutic significance.

The present disclosure relates to a system and method for medical imaging. An imaging device having a table may be provided. Scans of a subject located on the table at multiple table positions may be performed based on a scanning protocol, each scan covering a portion of the subject. Data may be acquired based on the scans of the subject. An image may be reconstructed based on the acquired data.

Systems and methods for ossification center detection (OCD) and bone age assessment (BAA) may be provided. The method may include obtaining a bone age image of a subject. The method may include generating a normalized bone age image by preprocessing the bone age image. The method may include determining, based on the normalized bone age image, positions of a plurality of ossification centers using an ossification center localization (OCL) model. The method may include estimating, based on the normalized bone age image and information related to the positions of the plurality of ossification centers, a bone age of the subject using a bone age assessment (BAA) model.

Systems and methods for ossification center detection (OCD) and bone age assessment (BAA) may be provided. The method may include obtaining a bone age image of a subject. The method may include generating a normalized bone age image by preprocessing the bone age image. The method may include determining, based on the normalized bone age image, positions of a plurality of ossification centers using an ossification center localization (OCL) model. The method may include estimating, based on the normalized bone age image and information related to the positions of the plurality of ossification centers, a bone age of the subject using a bone age assessment (BAA) model.

A method and apparatus for configuring and displaying a user interface with healthcare studies. In one embodiment, the method comprises accessing user-specified configuration information for configuring a first user interface of a medical image management system, the first user interface to display a list of healthcare studies including one or more unread healthcare studies; and creating the first user interface with the list of healthcare studies with priority information for the one or more unread healthcare studies, including determining the priority information, according to the user-specified configuration information, for at least one unread healthcare study in the list based on findings that result from performing automated image analysis on one or more of the images in said at least one unread healthcare study.

A computer system obtains a digital 3-dimensional model of a body surface, such as a human face. Portions of the surface correspond to reference points in the model. The system obtains image data of a personal care device in use as well as image data of the surface on which the model is based. The system calculates a relative location of the device relative to the reference points based on the image data of the surface. The system determines a true position of the device with respect to the surface based on the image data of the device in use, known physical dimensions of the device, and its relative location, even when the device is partially occluded from view. The system may, based on the true position of the device, cause device to perform actions such as application of a cosmetic or administration of a skin therapy.

A computer system obtains a digital 3-dimensional model of a body surface, such as a human face. Portions of the surface correspond to reference points in the model. The system obtains image data of a personal care device in use as well as image data of the surface on which the model is based. The system calculates a relative location of the device relative to the reference points based on the image data of the surface. The system determines a true position of the device with respect to the surface based on the image data of the device in use, known physical dimensions of the device, and its relative location, even when the device is partially occluded from view. The system may, based on the true position of the device, cause device to perform actions such as application of a cosmetic or administration of a skin therapy.

An information processing apparatus includes an acquisition unit configured to acquire patient's medical information, an extraction unit configured to extract a part of the medical information as material candidates for a reduced medical image, a selection unit configured to assign priorities to a plurality of the extracted material candidates, and, based on the priorities, select materials to be used for generation of the reduced medical image out of a plurality of the material candidates, and a generation unit configured to generate the reduced medical image based on a plurality of the selected materials.

An information processing apparatus includes an acquisition unit configured to acquire patient's medical information, an extraction unit configured to extract a part of the medical information as material candidates for a reduced medical image, a selection unit configured to assign priorities to a plurality of the extracted material candidates, and, based on the priorities, select materials to be used for generation of the reduced medical image out of a plurality of the material candidates, and a generation unit configured to generate the reduced medical image based on a plurality of the selected materials.

Systems and methods for automated generation of medical device communication software, cloud-based storage of medical device data including an electronic medical device (EMD) application communication interface and a central communication interface, and user interface software to allow a user device to receive EMD data transmitted from a data storage medium (DSM) and transmit data to the DSM for transmission to the EMD, that meets one or more medical device standards set by government or industry regulatory bodies.