Abstract: Techniques are described that employ a multifactorial, machine-learning based system and prioritization framework for optimizing patient placement to beds at a medical facility. In one embodiment, a computer-implemented is provided that comprises receiving, by a system operatively coupled to a processor, a patient placement request requesting placement of a patient to a hospital bed of the healthcare facility, wherein the request is associated with information identifying a medical service for the patient and a bed type. The method further comprises, selecting, by the system, a placement prioritization model from a set of placement prioritization models based on the medical service and the bed type, and employing, by the system, the prioritization model and state information regarding a current state of the healthcare facility to determine a prioritization score reflective of a priority level of the patient placement request.

Abstract: A one-time programmable (OTP) fuse includes a trench isolation; a gate metal layer over the trench isolation; and a PN junction over the gate metal layer. More particularly, the OTP fuse may include a first terminal including a highly doped n-type polysilicon layer over the trench isolation, and a second terminal including a highly doped p-type polysilicon layer over the trench isolation. The highly doped n-type polysilicon layer contacts the highly doped p-type polysilicon layer, creating a PN junction and a fuse link defined in a portion of the gate metal layer between the trench isolation and the PN junction. The gate metal layer has a uniform thickness that allows better dimension control of the fuse link to reduce fuse programming current variability.

Abstract: Methods, systems, and devices for three-dimensional memory array formation techniques are described. A memory device may include a stack of materials over a substrate. The memory device may include an array of first pillars and an array of second pillars extending at least partially through the stack of materials. One or more first pillars may be excluded from one or more columns of pillars of the array first pillars. The memory device may include dielectric material in a slit extending at least partially through the stack of materials. Based on the exclusion of the one or more first pillars, the slit may have a greater width at a first portion through the stack of materials than a second portion through the stack of materials. The dielectric material located in the slit may also have a greater width at the first portion than at the second portion.

Abstract: A LAN cable conductor validation system includes controllable relays in-line with a portion of the twisted pair wires of the Ethernet cables. By temporarily open circuiting some of the Ethernet cable twisted pairs a drop in transmission speed can be detected for an active network component. This allows the active component's MAC address to be verified at a given physical location within the cable conductor network system.

Abstract: Methods and apparatus are disclosed for battery current monitoring. An example apparatus includes a haptic device, an isolation switch to deliver power from a battery to the haptic device, an integrator to integrate a signal based on a current from the battery to the haptic device to generate an integrator output, and control logic to control the isolation switch based on a comparison of the integrator output to a threshold.

Abstract: Various examples are provided related to a block cipher adaptation of the Galois Extension Fields (GEF) combination technique. In one example, a GEF-based block encryption includes forming an output from a PRNG into a key matrix, where the key matrix is formatted as an invertible square matrix; applying a GEF operation to the key matrix to map elements to a closed subset in a higher-order GEF space; mapping plaintext to a plaintext matrix; applying a GEF operation to the plaintext matrix to map elements to the higher-order GEF space; combining the plaintext matrix and the key matrix to produce a vector of ciphertext in the higher-order GEF space; reducing the vector to a reduced vector of ciphertext using an inverse of the GEF operation; and during the reducing, applying a ceiling operation to bijectively map elements in the reduced vector to a closed subset. Another example includes GEF-based block decryption.

Abstract: Assessing risk of a cyber security failure in a computer network of an entity includes: assessing risk of an entity, using a computer agent configured to collect information from at least publicly accessible Internet elements, and automatically recommending, based at least in part on the assessed risk, changes to reduce the assessed risk to mitigate the theoretical damage. The assessed risk comprises a cyber security failure risk in a computer network of the entity; and the assessing of risk comprises: generating a disaster scenario that comprises elements of a disaster event; modeling the disaster scenario against a profile of the entity; and determining theoretical damage based at least in part on the modeling.

Abstract: An implant assembly including an expandable vertebral body replacement implant. Two outer cores disposed on opposing ends of an inner are configured to move away from each other when the inner core is actuated. The implant assembly may include removable endplate configured to engage vertebral bodies as interbody spacer or through a corpectomy. The implant may include a locking mechanism to prevent collapse or movement the implant assembly after implantation. The locking mechanism may be automatically engage after removal of an inserter instrument from the implant assembly.

Abstract: The present technology includes receiving event data of a user from a user device while the user interacts with a graphical user interface (GUI) to access a service, where the event data includes behavioral biometrics of the user obtained from one or more input devices of the user device, and predicting, based on the event data, a projected age of the user, where predicting the age of the user includes inputting the event data into a machine learning model, where the machine learning model is configured to receive event data and output an age prediction for a user associated with the event data.

Abstract: Some embodiments include processing data via an executable file on a monitor to reduce the dimensionality of the data being transmitted over the wireless network. The output of the executable file also encrypts the data before being transmitted wireless to a remote server. The remote server receives the transmitted data and makes likelihood inferences based on the recorded data.

Abstract: Vented syringes are described herein. A vented syringe includes a syringe body and a plunger body. The syringe body defines a syringe cavity. The plunger body is at least partially disposed within the syringe cavity. The plunger body includes an air intake channel defined within the plunger body. The vented syringe further includes a plunger seal that is sealingly engaged with the syringe cavity to cooperatively define a syringe volume. The vented syringe further includes a one-way valve in fluid communication with the air intake channel and the syringe volume, wherein the one-way valve is configured to prevent fluid flow from the syringe volume to the air intake channel and permit fluid flow from the air intake channel to the syringe volume.

Abstract: The invention concerns a bypass turbomachine (1) with a primary flow path and a secondary flow path, comprising: —a low-pressure body comprising a low-pressure compressor (120) connected to a low-pressure turbine (122) via a low-pressure shaft (124), —a high-pressure body comprising a high-pressure compressor (130) connected to a high pressure turbine (132), via a high-pressure shaft (134), —a low-pressure power take-off system (220) comprising an electrical generator (226), configured to take power (W12) from the low-pressure body, wherein—the turbomachine comprises a debris removal system (500), located between the two compressors (226, 236), —the low-pressure power take-off system (220) is configured to take power (W12) from the low-pressure shaft (124) using the resistive torque of the electrical generator (226), in order to avoid a risk of surging.

Abstract: Provided herein are methods of producing ? cells and precursors thereof utilizing a Wnt signaling inhibitor or PKC activator, or both. Also provided herein are in vitro cultures comprising said cells, methods of treating a subject with a disease characterized by high blood sugar levels over a prolonged period of time by administering said cells, and devices for encapsulating said cells.

Abstract: A casing bead apparatus includes a base panel with at least one opening through the base panel. With the apparatus mounted at a vertical wall, the base panel is disposed along the vertical wall. A stop bead wall extends from the base panel. The stop bead wall includes a first side, a second side opposite the first side, and a flange at a distal end of the stop bead wall distal from the base panel and extending partially over the base panel. A spacing element is disposed at the second side of the stop bead wall. An adhesive element is disposed at the spacing element. With the apparatus mounted at the vertical wall, the adhesive element engages a horizontal surface perpendicular to the vertical wall to adhesively attach the apparatus at the horizontal surface and the spacing element is disposed between the stop bead wall and the horizontal surface.

Abstract: An inspection system to measure the condition of at least a wall of a ground opening, the inspection system having a head unit for lowering into a borehole during a data collection phase wherein at least one set of test data is collected concerning one or more physical characteristics of the borehole during the data collection phase, the head unit having an internal measurement system and a sensor arrangement with a plurality of sensors facing radially outwardly of a head axis that is generally parallel to at least a portion of a borehole axis, the plurality of sensors allowing the head unit to be moved during the data collection phase without rotation about the head axis, the plurality of sensors at least partially producing the at least one set of test data collected during the data collection phase.