Abstract: A system includes an elongated catheter including a proximal end configured for operative coupling to an electrical power source, a distal end with a first electrical connector and a first conducting wire, an implant including a tissue energising module and a proximal connecting hub configured to detachably couple with the distal end of the elongated catheter. The proximal connecting hub includes a second electrical connector configured to mate with the first electrical connector and electrically couple the first electrical connector with the tissue energising module through a second conducting wire. A latch system to lock the distal end of the catheter to the proximal connecting hub arm includes an arm attached to the distal end of the catheter that is resiliently deformable such that the arm engages a sidewall of the proximal connecting hub and a locking element that is axially adjustable.

Abstract: A medical implant system (1) comprises an access sheath (2) having a lumen (3), an implant system disposed within and axially adjustable relative to the lumen (3) of the access sheath (2) and comprising an implant (6) that is radially adjustable from a contracted delivery configuration to a radially expanded deployed configuration detachably coupled to an implant delivery shaft (4) having a lumen (5), an anchoring system mountable within and axially adjustable relative to the lumen (5) of the implant delivery shaft (4) comprising an anchor (8) that is radially adjustable from a contracted delivery configuration to a radially expanded implant anchoring configuration detachably coupled to an anchor delivery shaft (7), and a handle (9) configured to be operatively coupled to the implant delivery shaft (4) and access sheath (2) and comprising an axial actuator to adjust the axial position of the implant delivery shaft (4) relative to the access sheath (2) to deploy and/or recapture the implant (6).

Abstract: The disclosed concepts relate to leveraging a language model to identify data health issues in a data set. One example method involves accessing a data set. The example method also involves, using an automated evaluation planning agent, inputting a prompt to generate a data evaluation plan for the data set to a generative language model, the prompt including context describing the data set. The example method also involves receiving the data evaluation plan generated by the generative language model and identifying one or more data health issues in the data set by performing the data evaluation plan using an automated evaluation plan execution agent.

Abstract: Systems and methods are disclosed with respect to extending customer relationship management platform, in particular, providing purpose made components to provide desired functionality. Embodiments are disclosed herein for translation multi-category data requests into single category requests; blocking or controlling browser operation; implementing security access and control over customer data requests; and file management functionality. The systems and methods may be implemented in a user system to extend the functionality of a customer relationship management platform.

Abstract: A system including an elongated catheter and an implant. The elongated catheter includes a proximal end configured for operative coupling to an electrical supply module, a distal end with a first electrical connector and a first conducting wire to electrically couple the electrical supply module with the first electrical connector. The implant includes a proximal connecting hub configured to detachably mount to the distal end of the elongated catheter, a second electrical connector configured to mate with the first electrical connector, and an active module electrically coupled to the second electrical connector. The first electrical connector is rotatably mounted to the distal end of the elongated catheter and the second electrical connector is non-rotatably attached to the proximal connecting hub of the implant and the elongated catheter can detach from the implant without rotation of the first electrical connector relative to the second electrical connector.

Abstract: Various embodiments of the present technology generally relate to closed loop deep brain stimulation based on inferred sleep stage from physiological data using machine learning classifiers. Some embodiments, for example, may use subthalamic nucleus (STN) deep brain stimulation (DBS) to treat advanced Parkinson's Disease motor symptoms and improve sleep by identifying sleep stages commensurate with clinician-scored polysomnography (PSG). The DBS may be adapted to include a novel artificial neural network (ANN) that triggers targeted stimulation in response to inferred sleep state from STN local field potentials (LFPs) recorded from implanted DBS electrodes. A feedforward neural network can be trained to prospectively identify sleep stage with PSG-level accuracy. In some embodiments, the machine learning model stored within the DBS may also adapt stimulation during specific sleep stages to treat targeted sleep deficits.

Abstract: A processor having a functional slice architecture is divided into a plurality of functional units (“tiles”) organized into a plurality of slices. Each slice is configured to perform specific functions within the processor, which may include memory slices (MEM) for storing operand data, and arithmetic logic slices for performing operations on received operand data. The tiles of the processor are configured to stream operand data across a first dimension, and receive instructions across a second dimension orthogonal to the first dimension. The timing of data and instruction flows are configured such that corresponding data and instructions are received at each tile with a predetermined temporal relationship, allowing operand data to be transmitted between the slices of the processor without any accompanying metadata.

Abstract: A device for occlusion of a body lumen comprises an implantable occlusion apparatus (3) operably attached to an elongated catheter member (4) configured for transluminal delivery and deployment of the occlusion apparatus in the body lumen. The occlusion apparatus comprises a radially expansible element (5) detachably attached to the elongated catheter member, and adjustable between a contracted orientation suitable for 10 transluminal delivery and a deployed orientation configured to occlude the body lumen, an energy delivery element (6, 14, 21) configured to deliver energy to surrounding tissue to heat the tissue, and a sensor (7) configured to detect a parameter of the wall of the body lumen. The energy delivery element (6, 14, 21) and sensor (7) are axially movable independently of the radially expansible element whereby, in use, the energy delivery 15 element and sensor can be transluminally retracted leaving the radially expansible element in-situ occluding the body lumen.

Abstract: A processor having a functional slice architecture is divided into a plurality of functional units (“tiles”) organized into a plurality of slices. Each slice is configured to perform specific functions within the processor, which may include memory slices (MEM) for storing operand data, and arithmetic logic slices for performing operations on received operand data. The tiles of the processor are configured to stream operand data across a first dimension, and receive instructions across a second dimension orthogonal to the first dimension. The timing of data and instruction flows are configured such that corresponding data and instructions are received at each tile with a predetermined temporal relationship, allowing operand data to be transmitted between the slices of the processor without any accompanying metadata. Instead, each slice is able to determine what operations to perform on received data based upon the timing at which the data is received.

Abstract: Described herein are examples of a perforating device for perforating a textile material, such as carpet or textile underlayment. In an example, the perforating device includes a multi-blade assembly rotationally driven by a motor. The blade assembly can be coupled to a rotary shaft such that the blades rotate with the shaft. The blades can include alternating teeth and gaps on their outer edges to create a plurality of parallel perforated cuts. Spacers can be positioned between the blades to separate them a predetermined distance. An anvil can be positioned below and adjacent the blade edges such that the teeth of the blades touch or nearly touch the anvil surface. The perforating cuts produce a textile that can be customized in terms of its size and shape at an installation site by hand, and without the need for any specialized tools or equipment.

Abstract: Described herein are examples of a perforating device for perforating a textile material, such as carpet or textile underlayment. In an example, the perforating device includes a multi-blade assembly rotationally driven by a motor. The blade assembly can be coupled to a rotary shaft such that the blades rotate with the shaft. The blades can include alternating teeth and gaps on their outer edges to create a plurality of parallel perforated cuts. Spacers can be positioned between the blades to separate them a predetermined distance. An anvil can be positioned below and adjacent the blade edges such that the teeth of the blades touch or nearly touch the anvil surface. The perforating cuts produce a textile that can be customized in terms of its size and shape at an installation site by hand, and without the need for any specialized tools or equipment.

Abstract: A rotary sorption system includes a rotor formed of a rotating sorbent mass of a regenerable sorbent material, with which in a cycle of operation, a given volume of the sorbent mass sequentially passes through first, second, third, fourth, and fifth zones, before returning to the first zone. The system also includes a supply fluid stream directed through the first zone, a regeneration fluid stream directed through the third zone, and an isolation fluid stream that recirculates in a closed loop independent of the process fluid stream and the regeneration fluid stream through the second and fourth zones. A portion of the supply fluid stream passes through the fifth zone before joining the regeneration fluid stream and passing through the third zone, and no seal or barrier is disposed at a face of the rotor between the first zone and the fifth zone.

Abstract: A catheter has a two-piece tip electrode with a shell and a support structure that are secured to each other by multiple redundant mechanisms in order to reduce the risk of tip detachment during a procedure. The tip electrode includes at least two different welds attaching the shell to the support structure to provide a dual failure mode. One weld includes a seam weld and another weld includes a penetration weld.

Abstract: Systems and methods are disclosed with respect to extending customer relationship management platform, in particular, providing purpose made components to provide desired functionality. Embodiments are disclosed herein for translation multi-category data requests into single category requests; blocking or controlling browser operation; implementing security access and control over customer data requests; and file management functionality. The systems and methods may be implemented in a user system to extend the functionality of a customer relationship management platform.

Abstract: Embodiments are directed to a processor having a functional slice architecture. The processor is divided into tiles (or functional units) organized into a plurality of functional slices. The functional slices are configured to perform specific operations within the processor, which includes memory slices for storing operand data and arithmetic logic slices for performing operations on received operand data (e.g., vector processing, matrix manipulation). The processor includes a plurality of functional slices of a module type, each functional slice having a plurality of tiles. The processor further includes a plurality of data transport lanes for transporting data in a direction indicated in a corresponding instruction. The processor also includes a plurality of instruction queues, each instruction queue associated with a corresponding functional slice of the plurality of functional slices, wherein the instructions in the instruction queues comprise a functional slice specific operation code.

Abstract: A device for occlusion of a body lumen comprises an implantable occlusion apparatus (3) operably attached to an elongated catheter member (4) configured for transluminal delivery and deployment of the occlusion apparatus in the body lumen. The occlusion apparatus comprises a radially expansible element (5) detachably attached to the elongated catheter member, and adjustable between a contracted orientation suitable for 10 transluminal delivery and a deployed orientation configured to occlude the body lumen, an energy delivery element (6, 14, 21) configured to deliver energy to surrounding tissue to heat the tissue, and a sensor (7) configured to detect a parameter of the wall of the body lumen. The energy delivery element (6, 14, 21) and sensor (7) are axially movable independently of the radially expansible element whereby, in use, the energy delivery 15 element and sensor can be transluminally retracted leaving the radially expansible element in-situ occluding the body lumen.

Abstract: An implantable shunting device configured to shunt blood from the left atrium of the heart to the azygous vein through an aperture in the atrial septal wall is provided. The device comprises a flexible tube configured for radial adjustment between a contracted delivery configuration suitable for delivery in a delivery catheter and a deployed radially expanded configuration, the tube having a through lumen, a distal end configured to anchor within the azygous vein, and a proximal end configured to span an aperture in an atrial septal wall and anchor to the wall to provide fluid communication between the left atrium and the azygous vein. Methods of treating heart disease by implanting a shunting device of the invention are also disclosed.

Abstract: Embodiments are directed to a processor having a functional slice architecture. The processor is divided into tiles (or functional units) organized into a plurality of functional slices. The functional slices are configured to perform specific operations within the processor, which includes memory slices for storing operand data and arithmetic logic slices for performing operations on received operand data (e.g., vector processing, matrix manipulation). The processor includes a plurality of functional slices of a module type, each functional slice having a plurality of tiles. The processor further includes a plurality of data transport lanes for transporting data in a direction indicated in a corresponding instruction. The processor also includes a plurality of instruction queues, each instruction queue associated with a corresponding functional slice of the plurality of functional slices, wherein the instructions in the instruction queues comprise a functional slice specific operation code.

Abstract: The disclosed concepts relate to leveraging a language model to identify data health issues in a data set. One example method involves accessing a data set. The example method also involves, using an automated evaluation planning agent, inputting a prompt to generate a data evaluation plan for the data set to a generative language model, the prompt including context describing the data set. The example method also involves receiving the data evaluation plan generated by the generative language model and identifying one or more data health issues in the data set by performing the data evaluation plan using an automated evaluation plan execution agent.

Abstract: A method for user guided initiating of an instrument includes receiving a run plan via a user interface of the instrument; indicating on the user interface, based on the run plan, a consumable to be provided to the instrument; detecting the presence of the consumable using a vision system; and indicating the presence of the consumable via the user interface.