Abstract: A system for monitoring financial threats includes: at least one central processing unit and system memory that causes the system to: receive information about a threat associated with a financial services device; identify a type of the threat; identify a location associated with the threat; and notify one or more customers associated with the financial services device based upon the type or the location of the threat.

Abstract: A system may include a mobile integrated access and backhaul (M-IAB) base station configured to serve a set of user equipment (UE) devices; and a parent base station configured to establish a backhaul link for the M-IAB base station. The parent base station may be further configured to provide configuration data to the M-IAB base station that causes the M-IAB base station to report when a triggering condition for preparing a handover to a target parent node is satisfied; detect that the triggering condition is satisfied; and send, in response, a request to the target parent node to prepare the handover. The M-IAB base station may be further configured to detect that a handover condition is satisfied and send a handover request to the target parent node using the configuration data, in response to detecting that the handover condition is satisfied.

Abstract: A redox device of a metal-air flow battery includes a container, a rod inserted into and electrically insulated from the container, a net connected to and surrounding the rod, a power supply, and an ultrasonic module. The container, the rod, and the net are electrically conductive, respectively. The net moves away from the rod gradually in a spiral manner. The container receives an electrolyte solution containing a product originated from the metal-air flow battery. The net is immersed in the electrolyte solution. The power supply is electrically connected to the container, the rod, and the net to form an electric loop via the electrolyte solution. The power supply provides a pulse current to the electric loop to electrochemically deposit metal from the electrolyte solution on the net. The ultrasonic module provides vibrations to the container to shake off metal from the net and suspend the metal in the electrolyte solution.

Abstract: A network device obtains a Physical Layer Cell Identifier (PCI) pool for allocating to ad-hoc mobile Integrated Access and Backhaul (IAB) nodes traversing a wireless network. The network device selects a first PCI for allocation to a first ad-hoc mobile IAB node located in the wireless network based on PCIs contained in the PCI pool, and allocates the first PCI to the first ad-hoc mobile IAB node. The network device pushes the allocated first PCI to the first ad-hoc mobile IAB node for use by the first ad-hoc mobile IAB node to establish User Equipment (UE) wireless access to the wireless network via wireless backhaul.

Abstract: A metal fuel flow battery management system includes a scattering module configured to receive an air and a fuel; a cell module producing an oxidation reaction between the cell module and the fuel flowing into the cell module to output discharge; a first fuel storage module configured to receive a liquid from the cell module and reduce an oxidized fuel in the liquid from the cell module by charging; a second fuel storage module configured to receive a liquid from the first fuel storage module and deliver the liquid to the scattering module; a plurality of connection channels, and a controller controlling a discharge power of the cell module by controlling flow rates of the air and the fuel. The fuel is sequentially circulated between the scattering module, the cell module, the first fuel storage module, and the second fuel storage module.

Abstract: Disclosed herein are peptides with antimicrobial, antiviral, antifungal or antitumor activity when administered to a subject. Also disclosed herein are methods that can be used for treating or preventing a condition or disease in a human subject in need thereof comprising intravenously administering a pharmaceutical composition to said human subject over an extended period of time.

Abstract: Techniques for discovering semantic meaning of data in fields included in one or more data sets, the method including: a first field having a previously-assigned label that indicates a semantic meaning of the first field; identifying a set of one or more candidate labels, for potential assignment to the first field instead of the previously-assigned label; evaluating, using a previously-determined label score and a first candidate label score, whether to assign a first candidate label to the first field, the evaluating comprising: when the first candidate label score is at least a first threshold amount greater than a previously-determined label score, presenting the first candidate label to a user by generating an interface through which the user can provide input indicating whether to assign the first candidate label to the first field instead of the previously-determined label.

Abstract: Systems and methods described herein provide extended reality (XR)-aware scheduling in a radio access network (RAN). A RAN device receives downlink (DL) metadata for downlink packets in an extended reality (XR) session and uplink (UL) metadata for uplink packets in the XR session. The RAN device selects a scheduling discipline for the XR session, based on the DL metadata and the UL metadata, and implements the selected scheduling discipline for the XR session.

Abstract: A fuel cell device includes a top board, a scattering board, a bottom board, and electrode modules. The top board includes a fuel entry hole, air access holes, and a fuel splitting part. The scattering board includes top air holes, bottom air holes, and slotted holes. The fuel splitting part splits a fuel to different slotted holes. The bottom board includes first slots. The electrode modules are detachably inserted in the first slots. An air space is provided in each of the electrode modules, and a fuel space is formed between any two adjacent electrode modules. The fuel entry hole, the fuel splitting part, the slotted holes, and the fuel space communicate to form a fuel channel. The air access holes, the top air holes, the bottom air holes, and the air space communicate to form an air channel, and the air channel is airtight to the fuel channel.

Abstract: Systems and methods described herein provide intelligent scheduling in a radio access network (RAN). A RAN device receives traffic characterization model parameters and also receives data for a communication session with a User Equipment (UE) device. The RAN device identifies traffic characteristics for the communication session based on the traffic characterization model parameters. The traffic characteristics include a predicted level of periodicity for a future time interval. The RAN device selects a scheduling discipline for the communication session based on the projected level of periodicity for the future time interval, and implements the selected scheduling discipline for the communication session.

Abstract: Provided are compounds of Formula (I) having activity as inhibitors of G12C mutant KRAS protein, pharmaceutical compositions comprising the compounds, and uses and methods of treating certain disorders, such as cancer, including but not limited to lung, pancreatic and colorectal cancers.

Abstract: Disclosed is a handheld laser probe for laser thermal conjunctivoplasty, the handheld laser comprising: a forceps; and a line focused laser light source coupled to the forceps, wherein the forceps are configured to grasp a conjunctival fold and hold the fold in a light beam of the line focused laser, and wherein the line focused laser beam is configured to uniformly heat the conjunctival fold held in the forceps. Disclosed are systems for laser thermal conjunctivoplasty including the handheld laser. Disclosed are methods of conjunctivoplasty using the handheld laser probe.

Abstract: Disclosed is a handheld laser probe for laser thermal conjunctivoplasty, the handheld laser comprising: a forceps; and a line focused laser light source coupled to the forceps, wherein the forceps are configured to grasp a conjunctival fold and hold the fold in a light beam of the line focused laser, and wherein the line focused laser beam is configured to uniformly heat the conjunctival fold held in the forceps. Disclosed are systems for laser thermal conjunctivoplasty including the handheld laser. Disclosed are methods of conjunctivoplasty using the handheld laser probe.

Abstract: Systems and methods are provided for training a machine learning model to learn speech representations. Labeled speech data or both labeled and unlabeled data sets is applied to a feature extractor of a machine learning model to generate latent speech representations. The latent speech representations are applied to a quantizer to generate quantized latent speech representations and to a transformer context network to generate contextual representations. Each contextual representation included in the contextual representations is aligned with a phoneme label to generate phonetically-aware contextual representations. Quantized latent representations are aligned with phoneme labels to generate phonetically aware latent speech representations.

Abstract: Disclosed are artificial intelligence (AI) based systems and methods for characterizing corneal shape abnormalities. The methods and systems of the present disclosure utilize AI models comprising neural networks for disease classification based on maps of corneal shape, thickness, and reflectance. These methods may be used to differentiate corneas having keratoconus from other conditions which may cause distortion of corneal shape, such as warpage of the cornea. The present system is amenable to automation and may be implemented in an integrated system or provided in the form of software encoded on a computer-readable medium.

Abstract: Systems and methods are provided for training a machine learning model to learn speech representations. Labeled speech data or both labeled and unlabeled data sets is applied to a feature extractor of a machine learning model to generate latent speech representations. The latent speech representations are applied to a quantizer to generate quantized latent speech representations and to a transformer context network to generate contextual representations. Each contextual representation included in the contextual representations is aligned with a phoneme label to generate phonetically-aware contextual representations. Quantized latent representations are aligned with phoneme labels to generate phonetically aware latent speech representations.

Abstract: Some disclosed systems are configured to obtain a knowledge module configured to receive one or more knowledge inputs corresponding to one or more different modalities and generate a set of knowledge embeddings to be integrated with a set of multi-modal embeddings generated by a multi-modal main model. The systems receive a knowledge input at the knowledge module, identify a knowledge type associated with the knowledge input, and extract a knowledge unit from the knowledge input. The systems select a representation model that corresponds to the knowledge type and select a grounding type configured to ground the at least one knowledge unit into the representation model. The systems then ground the knowledge unit into the representation model according to the grounding type.

Abstract: A method and system of facilitating communication within a healthcare environment is disclosed. The healthcare environment has a directory of providers and a patient census system having patients and patient events. The method and system include a database server configured and arranged to receive and store patients and patient events from the patient census system and providers from the directory, the providers automatically mapped to patients based on predetermined criteria. Patient events are recorded in the patient census system and automatically pushed to the providers mapped to the respective patient in real-time. Preferably, the patient events are pushed to mobile device carried by providers, wirelessly and in real-time. Providers may manage, create and assign patient events via the mobile device, which assigned providers receive and may act on or complete.

Abstract: An LED bulb has an envelope, an electrical connector, a filament, and at least one electric wire. The envelope is hollow, sealed, and translucent and has a containing portion being enclosed, a neck portion disposed at the containing portion, and an envelope axis passing through the containing portion and the neck portion. The electrical connector is connected to the neck portion. The filament is inside the containing portion, is partially attached to an inner surface of the envelope, and has a light-emitting strip having multiple LEDs and an adhering layer disposed at the light-emitting strip and partially attached to the inner surface of the envelope. The at least one electric wire is electrically connected to the filament and the electrical connector.

Abstract: This disclosure relates to detecting visual findings in anatomical images. Methods comprise inputting anatomical images into a neural network to output a feature vector and computing an indication of visual findings being present in the images by a dense layer of the neural network that takes as input the feature vector and outputs an indication of whether each of the visual findings is present in the anatomical images. The neural network is trained on a training dataset including anatomical images, and labels associated with the anatomical images and each of the visual findings. The visual findings may be organised as a hierarchical ontology tree. The neural network may be trained by evaluating the performance of neural networks in detecting the visual findings and a negation pair class which comprises anatomical images where a first visual finding is identified in the absence of a second visual finding.