Abstract: Systems and methods for analyzing pathologies utilizing quantitative imaging are presented herein. Advantageously, the systems and methods of the present disclosure utilize a hierarchical analytics framework that identifies and quantify biological properties/analytes from imaging data and then identifies and characterizes one or more pathologies based on the quantified biological properties/analytes. This hierarchical approach of using imaging to examine underlying biology as an intermediary to assessing pathology provides many analytic and processing advantages over systems and methods that are configured to directly determine and characterize pathology from underlying imaging data.

Abstract: Systems and methods for analyzing pathologies utilizing quantitative imaging are presented herein. Advantageously, the systems and methods of the present disclosure utilize a hierarchical analytics framework that identifies and quantify biological properties/analytes from imaging data and then identifies and characterizes one or more pathologies based on the quantified biological properties/analytes. This hierarchical approach of using imaging to examine underlying biology as an intermediary to assessing pathology provides many analytic and processing advantages over systems and methods that are configured to directly determine and characterize pathology from underlying imaging data.

Abstract: Systems and methods for analyzing pathologies utilizing quantitative imaging are presented herein. Advantageously, the systems and methods of the present disclosure utilize a hierarchical analytics framework that identifies and quantify biological properties/analytes from imaging data and then identifies and characterizes one or more pathologies based on the quantified biological properties/analytes. This hierarchical approach of using imaging to examine underlying biology as an intermediary to assessing pathology provides many analytic and processing advantages over systems and methods that are configured to directly determine and characterize pathology from underlying imaging data.

Abstract: A current source device having a current source array includes a plurality of current source units, a plurality of least significant bits, and a plurality of most significant bits. The current source units are arranged along a plurality rows and columns of a current source array. Each of the least significant bits includes a first amount of current source units is placed at the geometric center of the current source array. Each of the most significant bits includes a second amount of current source units. The second amount is the first amount multiplied by a positive integer. The two adjacent bits in the most significant bits are centrally symmetrical to the geometric center.

Abstract: A current source device having a current source array includes a plurality of current source units, a plurality of least significant bits, and a plurality of most significant bits. The current source units are arranged along a plurality rows and columns of a current source array. Each of the least significant bits includes a first amount of current source units is placed at the geometric center of the current source array. Each of the most significant bits includes a second amount of current source units. The second amount is the first amount multiplied by a positive integer. The two adjacent bits in the most significant bits are centrally symmetrical to the geometric center.

Abstract: A transistor with uniform density of poly silicon includes a gate terminal, a drain terminal, and a source terminal. The gate terminal is constructed by a plurality of separated poly silicon, such that the density of the poly silicon is uniform.

Abstract: System for decentralized storage and rapid retrieval of medical data among geographically separate locations, connected by data paths of limited bandwidth, which optimizes transmission therebetween. Medical data is separated into bulk content and metadata. Metadata is transmitted to all locations. Bulk content is copied to selected locations based on desired duplication, available storage, distance, transmission cost, data path bandwidth or utilization, likelihood of retrieval calculated from the metadata, requests to use or prior usage of content or information from a system that manages the content. Transmission rate is limited and bulk content is queued for transmission based on priority calculated from metadata, from requests to use content or information from a system that manages the content. Optimal locations for bulk content are recalculated based on requests to use content, new patient appointments, data path or equipment failures. Copies are made or deleted.

Abstract: System for decentralized storage and rapid retrieval of medical data among geographically separate locations, connected by data paths of limited bandwidth, which optimizes transmission therebetween. Medical data is separated into bulk content and metadata. Metadata is transmitted to all locations. Bulk content is copied to selected locations based on desired duplication, available storage, distance, transmission cost, data path bandwidth or utilization, likelihood of retrieval calculated from the metadata, requests to use or prior usage of content or information from a system that manages the content. Transmission rate is limited and bulk content is queued for transmission based on priority calculated from metadata, from requests to use content or information from a system that manages the content. Optimal locations for bulk content are recalculated based on requests to use content, new patient appointments, data path or equipment failures. Copies are made or deleted.

Abstract: System for decentralized storage and rapid retrieval of medical data among geographically separate locations, connected by data paths of limited bandwidth, which optimizes transmission therebetween. Medical data is separated into bulk content and metadata. Metadata is transmitted to all locations. Bulk content is copied to selected locations based on desired duplication, available storage, distance, transmission cost, data path bandwidth or utilization, likelihood of retrieval calculated from the metadata, requests to use or prior usage of content or information from a system that manages the content. Transmission rate is limited and bulk content is queued for transmission based on priority calculated from metadata, from requests to use content or information from a system that manages the content. Optimal locations for bulk content are recalculated based on requests to use content, new patient appointments, data path or equipment failures. Copies are made or deleted.

Abstract: System for decentralized storage and rapid retrieval of medical data among geographically separate locations, connected by data paths of limited bandwidth, which optimizes transmission therebetween. Medical data is separated into bulk content and metadata. Metadata is transmitted to all locations. Bulk content is copied to selected locations based on desired duplication, available storage, distance, transmission cost, data path bandwidth or utilization, likelihood of retrieval calculated from the metadata, requests to use or prior usage of content or information from a system that manages the content. Transmission rate is limited and bulk content is queued for transmission based on priority calculated from metadata, from requests to use content or information from a system that manages the content. Optimal locations for bulk content are recalculated based on requests to use content, new patient appointments, data path or equipment failures. Copies are made or deleted.