Abstract: Systems and methods are disclosed for monitoring models for bias. In one implementation, a system for automatically assessing a deployed model for selection of a cohort may include a processing device programmed to: apply the deployed model to data representing a first plurality of individuals, the data including at least one characteristic of the first plurality of individuals; based on the application, select a subset of the first plurality of individuals as a cohort; receive data representing a second plurality of individuals labeled as within the cohort, the data including the at least one characteristic of the second plurality of individuals; compare the selected subset and the second plurality of individuals along the at least one characteristic; and determine whether the comparison results in a difference between the selected subset and the second plurality of individuals greater than a threshold.

Abstract: Systems and methods are disclosed for monitoring models for bias. In one implementation, a system for automatically assessing a deployed model for selection of a cohort may include a processing device programmed to: apply the deployed model to data representing a first plurality of individuals, the data including at least one characteristic of the first plurality of individuals; based on the application, select a subset of the first plurality of individuals as a cohort; receive data representing a second plurality of individuals labeled as within the cohort, the data including the at least one characteristic of the second plurality of individuals; compare the selected subset and the second plurality of individuals along the at least one characteristic; and determine whether the comparison results in a difference between the selected subset and the second plurality of individuals greater than a threshold.

Abstract: Systems and methods are disclosed for monitoring models for bias. In one implementation, a system for automatically assessing a deployed model for selection of a cohort may include a processing device programmed to: apply the deployed model to data representing a first plurality of individuals, the data including at least one characteristic of the first plurality of individuals; based on the application, select a subset of the first plurality of individuals as a cohort; receive data representing a second plurality of individuals labeled as within the cohort, the data including the at least one characteristic of the second plurality of individuals; compare the selected subset and the second plurality of individuals along the at least one characteristic; and determine whether the comparison results in a difference between the selected subset and the second plurality of individuals greater than a threshold.

Abstract: Systems and methods are disclosed for monitoring models for bias. In one implementation, a system for automatically assessing a deployed model for selection of a cohort may include a processing device programmed to: apply the deployed model to data representing a first plurality of individuals, the data including at least one characteristic of the first plurality of individuals; based on the application, select a subset of the first plurality of individuals as a cohort; receive data representing a second plurality of individuals labeled as within the cohort, the data including the at least one characteristic of the second plurality of individuals; compare the selected subset and the second plurality of individuals along the at least one characteristic; and determine whether the comparison results in a difference between the selected subset and the second plurality of individuals greater than a threshold.

Abstract: A well site remote monitoring system comprises a monitoring station, a number of recording devices, a number of sensors, a processor, and a power source. The monitoring station supports the recording devices, processor, and power source thereon and is positioned at a strategic location at a well site so that the recording devices can create video, audio, or other recordings of points of interest of the well site. The processor controls the recording devices and uploads the recordings to a remote server computer for storage and so that an operator can manage and view the recordings on a remote monitoring computer.

Abstract: A well site remote monitoring system comprises a monitoring station, a number of recording devices, a number of sensors, a processor, and a power source. The monitoring station supports the recording devices, processor, and power source thereon and is positioned at a strategic location at a well site so that the recording devices can create video, audio, or other recordings of points of interest of the well site. Operation data relating to operational aspects of the points of interest may be overlaid on the recordings. The processor controls the recording devices and uploads the recordings to a remote server computer for storage and so that an operator can manage and view the recordings on a remote monitoring computer.

Abstract: A system including a stent further including a plurality of conductive struts disposed within a non-conductive body. The stent is configured to exclude an aneurysm within a blood vessel of a person. In addition, the system includes a first electrode and a second electrode. Further, the system includes a controller coupled to the first electrode and second electrode. The controller is configured to measure an impedance between the first electrode and the second electrode and across tissue surrounding the stent to determine if a leak has occurred between the stent and the aneurysm.

Abstract: A well site remote monitoring system comprises a monitoring station, a number of recording devices, a number of sensors, a processor, and a power source. The monitoring station supports the recording devices, processor, and power source thereon and is positioned at a strategic location at a well site so that the recording devices can create video, audio, or other recordings of points of interest of the well site. The processor controls the recording devices and uploads the recordings to a remote server computer for storage and so that an operator can manage and view the recordings on a remote monitoring computer.

Abstract: A well site remote monitoring system comprises a monitoring station, a number of recording devices, a number of sensors, a processor, and a power source. The monitoring station supports the recording devices, processor, and power source thereon and is positioned at a strategic location at a well site so that the recording devices can create video, audio, or other recordings of points of interest of the well site. The processor controls the recording devices and uploads the recordings to a remote server computer for storage and so that an operator can manage and view the recordings on a remote monitoring computer.

Abstract: A well site remote monitoring system comprises a monitoring station, a number of recording devices, a number of sensors, a processor, and a power source. The monitoring station supports the recording devices, processor, and power source thereon and is positioned at a strategic location at a well site so that the recording devices can create video, audio, or other recordings of points of interest of the well site. Operation data relating to operational aspects of the points of interest may be overlaid on the recordings. The processor controls the recording devices and uploads the recordings to a remote server computer for storage and so that an operator can manage and view the recordings on a remote monitoring computer.

Abstract: A well site remote monitoring system comprises a monitoring station, a number of recording devices, a number of sensors, a processor, and a power source. The monitoring station supports the recording devices, processor, and power source thereon and is positioned at a strategic location at a well site so that the recording devices can create video, audio, or other recordings of points of interest of the well site. The processor controls the recording devices and uploads the recordings to a remote server computer for storage and so that an operator can manage and view the recordings on a remote monitoring computer.

Abstract: A chip generator according to an embodiment of the present invention codifies designer knowledge and design trade-offs into a template that can be used to create many different chips. Like reconfigurable designs, an embodiment of the present invention fixes the top level system architecture, amortizes software and validation and design costs, and enables a rich system simulation environment for application developers. Meanwhile, below the top level, the developer can “program” the individual inner components of the architecture. Unlike reconfigurable chips, a chip generator according to an embodiment of the present invention, compiles the program to create a customized chip. This compilation process occurs at elaboration time—long before silicon is fabricated. The result is a framework that enables more customization of the generated chip at the architectural level because additional components and logic can be added if the customization process requires it.

Abstract: A substance detection device, including a chemical substance analyzer, including an ion mobility spectrometer (IMS), a desorber, a conduit, and a membrane. The membrane extends across a cross-section of the conduit, and the membrane is positioned to have a desorber side in gas communication with the desorber and an analysis side opposite the desorber side. The substance detection device can be configured to direct a portion of a chemical substance to the desorber through the conduit so that at least a portion of the entrained chemical substance is transferred to the membrane by interacting with the desorber side of the membrane. The membrane is adapted to diffuse at least a portion of the chemical substance transferred to the membrane through the membrane to the analysis side. The device also includes a particle separator including a protuberance extending into a collection chamber of the particle separator.

Abstract: A substance detection device, including a chemical substance analyzer, including an ion mobility spectrometer (IMS), a desorber, a conduit, and a membrane. The membrane extends across a cross-section of the conduit, and the membrane is positioned to have a desorber side in gas communication with the desorber and an analysis side opposite the desorber side. The substance detection device can be configured to direct a portion of a chemical substance to the desorber through the conduit so that at least a portion of the entrained chemical substance is transferred to the membrane by interacting with the desorber side of the membrane. The membrane is adapted to diffuse at least a portion of the chemical substance transferred to the membrane through the membrane to the analysis side. The device also includes a particle separator including a protuberance extending into a collection chamber of the particle separator.

Abstract: A substance detection device including a chemical substance analyzer, including, a conduit, and a membrane, wherein the membrane extends across a cross-section of the conduit, wherein the membrane is positioned to have one side and an analysis side opposite the one side, wherein the substance detection device is adapted to direct a portion of a chemical substance to the one side through the conduit, the substance detection device further including a particle separation apparatus, including a particle collection device having a collection chamber containing a first fluid and including an outlet, wherein the outlet is in fluid communication with the conduit such that particles directed through the outlet travel through the conduit and chemical substances which may be on those particles directed through the outlet are transferred to the membrane by interacting with the one side of the membrane.

Abstract: A chip generator according to an embodiment of the present invention codifies designer knowledge and design trade-offs into a template that can be used to create many different chips. Like reconfigurable designs, an embodiment of the present invention fixes the top level system architecture, amortizes software and validation and design costs, and enables a rich system simulation environment for application developers. Meanwhile, below the top level, the developer can “program” the individual inner components of the architecture. Unlike reconfigurable chips, a chip generator according to an embodiment of the present invention, compiles the program to create a customized chip. This compilation process occurs at elaboration time—long before silicon is fabricated. The result is a framework that enables more customization of the generated chip at the architectural level because additional components and logic can be added if the customization process requires it.

Abstract: A substance detection device, including a chemical substance analyzer, including an ion mobility spectrometer (IMS), a desorber, a conduit, and a membrane. The membrane extends across a cross-section of the conduit, and the membrane is positioned to have a desorber side in gas communication with the desorber and an analysis side opposite the desorber side. The substance detection device can be configured to direct a portion of a chemical substance to the desorber through the conduit so that at least a portion of the entrained chemical substance is transferred to the membrane by interacting with the desorber side of the membrane. The membrane is adapted to diffuse at least a portion of the chemical substance transferred to the membrane through the membrane to the analysis side. The device also includes a particle separator including a protuberance extending into a collection chamber of the particle separator.

Abstract: A substance detection device including a chemical substance analyzer, including, a conduit, and a membrane, wherein the membrane extends across a cross-section of the conduit, wherein the membrane is positioned to have one side and an analysis side opposite the one side, wherein the substance detection device is adapted to direct a portion of a chemical substance to the one side through the conduit, the substance detection device further including a particle separation apparatus, including a particle collection device having a collection chamber containing a first fluid and including an outlet, wherein the outlet is in fluid communication with the conduit such that particles directed through the outlet travel through the conduit and chemical substances which may be on those particles directed through the outlet are transferred to the membrane by interacting with the one side of the membrane.

Abstract: An adaptive machine translation service for improving the performance of a user's automatic machine translation system is disclosed. A user submits a source document to an automatic translation system. The source document and at least a portion of an automatically generated translation are then transmitted to a reliable modification source (i.e., a human translator) for review and correction. Training material is generated automatically based on modifications made by the reliable source. The training material is sent back to the user together with the corrected translation. The user's automatic translation system is adapted based on the training material, thereby enabling the translation system to become customized through the normal workflow of acquiring corrected translations from a reliable source.

Abstract: The invention relates to isolated mesenchymal stromal stem cell (MSSC) that has been differentiated in vitro towards, or to, an intervertebral disc (IVD) cell phenotype for use as medicaments. The cells may be used to treat spinal conditions characterized by degeneration of the intervertebral disc. The cells may also be genetically transformed with an exogenous gene coding for a protein that reduces degeneration of an intervertebral disc.