Abstract: A computing device includes a hinge rotatably coupling a first leaf including a touch display and a second leaf. A hinge angle sensor measures a hinge angle between the first leaf and the second leaf. An inertial measurement unit measures an orientation of one or both of the leaves. A first touch heat map is received from the touch display. Based on the touch heat map, hinge angle, and orientation, a posture probability is generated indicating a likelihood that the first touch display is in a candidate display posture, and an active probability is generated indicating a likelihood that the first touch display is an active display. One or more display characteristics of the first touch display are adjusted based on the posture probability and the active probability.

Abstract: A system for regulating data downloads from an implantable pulse generator (IPG) includes an IPG configured to download data, receive signals, and provide electrical stimulation, and an external device configured to initiate a data download from the IPG and to direct the IPG to download the data for a first time period. The IPG and/or external device is configured to stop the data download after the first time period has expired and to wait a first time interval during which no data is downloaded and the IPG is available to receive signals from any external control devices. The IPG and/or external device is configured to initiate an additional data download from the IPG to the external device for a second time period after the first time interval has expired, and to repeat the steps until all data has been downloaded from the IPG to the external device.

Abstract: An apparatus comprises a processing device configured to receive a request to collect configuration information for a source application and to establish a connection to an application session associated with the source application. The processing device is also configured to emulate, via the application session, execution of tasks in the source application, wherein emulating the execution of at least one of the tasks comprises automatically navigating to at least one view of a graphical user interface of the source application and executing at least one function that updates an output of the at least one view. The processing device is further configured to capture at least a portion of the configuration information for the source application from the output of the at least one view, and to perform one or more management actions for the source application utilizing the captured portion of the configuration information.

Abstract: Systems and methods for open-domain dialogue segmentation and state tracking are provided. In particular, a computing device may obtain and analyze a dialogue in near real-time, generate a structured prompt template for a state prediction model based on the dialogue, and generate a structured output using the state prediction model based on the structured prompt template. The structured output includes a turn summary and state labels for each dialogue turn.

Abstract: Various embodiments discussed herein relate to prompting a model, such as a Large Language Model (LLM), to ingest natural language clustering instructions and generate corresponding natural language clustering information, such as a cluster description and/or a cluster label without the need to generate any numeric text embeddings.

Abstract: Methods, computer systems, computer-storage media, and graphical user interfaces are provided for efficiently generating and using intent taxonomies. In embodiments, training data, including data requests for information, is obtained. Thereafter, a model prompt to be input into a large language model is generated. The model prompt includes an instruction to generate an intent taxonomy, an indication of the training data to use for generating the intent taxonomy, and a taxonomy attribute desired to be used as criteria to generate a quality intent taxonomy. An intent taxonomy that includes user intent classes is obtained as output from the large language model. The intent taxonomy is analyzed to determine whether the intent taxonomy is valid. When the intent taxonomy is determined as valid, the intent taxonomy is provided for use in identifying user intent, and when the intent taxonomy is determined as invalid, the intent taxonomy is refined.

Abstract: A programming algorithm is disclosed to efficiently select stimulation parameters for a patient having a Deep Brain Stimulation (DBS) implant. The algorithm preferably first determines an optimal longitudinal position (Lopt) and amplitude (Iopt1) for stimulation along the lead. This occurs by the algorithm efficiently suggested various values for L and I at which stimulation can be tried on the patient and scored. Once Lopt is determined, the algorithm can also determine an optimal rotational angle (?opt) and amplitude (Iopt2) for stimulation around the lead at the optimized longitudinal position Lopt. This also occurs by the algorithm efficiently suggesting various values for ? and I at which stimulation can be tried on the patient and scored. Despite suggesting next L,I or ?,I values to test, the algorithm allows flexibility to allow a user to test any desired stimulation parameters beyond those suggested.

Abstract: Disclosed are devices, systems, methods, and computer program products for orchestrating personalized therapy order management, including managing treatment workflows.

Abstract: Implantable medical devices (IMD) such as those used in Deep Brain Stimulation application are commonly replaced when the device's useful life expires. At the time of replacement, the electrodes that were connected to the initial IMD are typically reused with the replacement IMD. It is desirable for the replacement IMD to utilize the stimulation parameters that were being utilized to provide stimulation in the initial IMD, but it is important that the electrodes be connected to the replacement IMD in a similar manner as they were connected to the initial IMD if stimulation parameters are reused. A connected electrode profile that includes measurements of electrical parameters associated with the electrodes can be generated in the initial IMD and the replacement IMD, and the profiles can be compared to determine whether the electrodes are connected in a similar manner in the replacement IMD as they were in the initial IMD.

Abstract: Techniques for pairing an external device such as a clinician programmer (CP) to an implantable medical device (IMD) are disclosed, which involve use of a remote controller (RC) paired to the IMD. The RC is placed into a CP pairing mode, which acts differently depending on the type of IMD paired to the RC. If the IMD is RF based, the CP pairing mode places the IMD in a pairing mode, thus allowing the CP to connect directly with the IMD via a RF telemetry protocol. If the IMD is magnetic-induction based, the CP pairing mode causes the RC to advertise its presence to the CP, allowing the CP to connect to the RC via the RF telemetry protocol. Because the RC is also paired with the IMD via a magnetic induction telemetry protocol, the RC acts as a passthrough device to allow communications between the CP and the IMD.

Abstract: A system and method for correcting image data is disclosed. The method includes receiving one or more documents from one or more electronic mediums. The method further includes determining a primary character and one or more alternate characters corresponding to the mis-captured character image, extracting one or more confident instances of the primary character and the one or more alternate characters from the one or more documents and generating one or more scores corresponding to the primary character and the one or more alternate characters. Further, the method includes predicting a correct character corresponding to the mis-captured character image by using a trained image prediction-based ML model and automatically replacing the mis-captured character image with the predicted correct character.

Abstract: Techniques for pairing an external device such as a clinician programmer (CP) to an implantable medical device (IMD) are disclosed, which involve use of a remote controller (RC) paired to the IMD. The RC is placed into a CP pairing mode, which acts differently depending on the type of IMD paired to the RC. If the IMD is RF based, the CP pairing mode places the IMD in a pairing mode, thus allowing the CP to connect directly with the IMD via a RF telemetry protocol. If the IMD is magnetic-induction based, the CP pairing mode causes the RC to advertise its presence to the CP, allowing the CP to connect to the RC via the RF telemetry protocol. Because the RC is also paired with the IMD via a magnetic induction telemetry protocol, the RC acts as a passthrough device to allow communications between the CP and the IMD.

Abstract: Methods and systems for assisting a user to program stimulation parameters for an implantable pulse generator (IPG) are described. The IPG may be configured to provide electrical stimulation via a plurality of electrodes. The amount of stimulation current provided by each of the electrodes may be individually controlled. A graphical user interface (GUI) is provided for displaying an indication of the current to be delivered via each the electrodes. In some embodiments, the currents are expressed in terms of a total current to be delivered by the plurality of electrodes, and percentage values of that current to be delivered by each individual electrodes. If a user wishes to modify an amount of current amplitude to be delivered by a particular electrode, the described system is configured to update the total current and the percentage values for each of the electrodes based on the modification.

Abstract: Method and system to ascertain location of drone box (100) for stabilized landing and charging of drones (10), comprising a plurality of drones (10) and at least a drone box (100) having a passive sensing circuit (149) detecting a touchdown signal of all the ground interface (11) of the drone (10, 10-1, 10-2) at a plurality of sensor zones (111) for a minimum prescribed time, a detection of any missing touch down signal for the minimum prescribed time due to an inappropriate landing preventing next take off of the drone (10, 10-1, 10-2), the passive sensing circuit (149) prevents activation of any sensor zone (111) till all the ground interfaces (11) are detected as touched down, the sensor zones (111) differentiates between presence of the ground interface (11) and any other presence including human touch, animal touch, foreign matter and or contamination and a combination thereof.

Abstract: A method for modifying stimulation includes providing stimulation to the patient by the stimulation device through at least one of the electrodes or optical emitters of a stimulation lead according to an initial set of stimulation parameters; receiving, at a programming device, a user input to move the stimulation in a selected anatomically-defined direction; determining, by the programming device or the stimulation device, a modified set of stimulation parameters that moves the stimulation in the selected anatomically-defined direction; and providing stimulation to the patient by the stimulation device through at least one of the electrodes or optical emitters of a stimulation lead according to the modified set of stimulation parameters.

Abstract: An advertising algorithm is disclosed which operates in an Implantable Medical Device (IMD) to adjust an interval at which the IMD will transmit advertising data packets to an external device able to connect with the IMD. When a communication session between the IMD and an external device is terminated, the advertising algorithm will issue advertising data packets at a higher rate for a set duration. This will allow the external device to connect more quickly with the IMD in a next communication session. After the set duration, when it may be assumed that the external device is less likely to connect with the IMD, the algorithm reduces that rate at which advertising data packets are issued, which saves power in the IMD.

Abstract: A system may include medical device(s) and a processing system used to determine that at least one event experienced by the patient is at least one critical event, determine a severity of each critical event and weight each critical event based on the determined severity to provide a corresponding weighted critical event, sum the weighted critical event, determine an overall clinical priority for the patient based at least in part on the sum and weight the patient based on the determined overall clinical priority, select a communication technique for use to communicate the at least one critical event based on the weighted patient priority, and communicate the critical event using the selected communication technique.

Abstract: Systems and methods are disclosed for use with Implantable Medical Devices (IMD) such as Implantable Stimulator Devices. The system includes a permanent magnet which can be used to reset the IMD (such as during an emergency) and to place the IMD in a pairing mode to establish communications with an external device. An external device paired to the IMD can be used to place the IMD in an MRI mode that renders the IMD safe during a Magnetic Resonance Imaging (MRI) scan. In the event that the external device is unavailable to cause the IMD to exit the MRI mode, the bar magnet can also be used in the MRI mode to pair the IMD with another external device.

Abstract: Methods, systems, and apparatus for determining that a native application limits access to the native application using account credential requirements, the native application generating an application environment for display on a user device within the native application and operating independent of a browser application that can operate on the user device; obtaining a set of account credentials for indexing environment instances of the native application; instantiating the native application with the set of account credentials; and accessing environment instances of the native application, and for each of the environment instances: generating environment instance data describing content of the environment instance, the content described by the environment instance data including text that a user device displays on the environment instance when the user device displays the environment instance; and indexing the environment instance data for the native application in an index that is searchable by a search en

Abstract: Method and system to ascertain location of drone box (100) for stabilized landing and charging of drones (10), comprising a plurality of drones (10) and at least a drone box (100) having a passive sensing circuit (149) detecting a touchdown signal of all the ground interface (11) of the drone (10, 10-1, 10-2) at a plurality of sensor zones (111) for a minimum prescribed time, a detection of any missing touch down signal for the minimum prescribed time due to an inappropriate landing preventing next take off of the drone (10, 10-1, 10-2), the passive sensing circuit (149) prevents activation of any sensor zone (111) till all the ground interfaces (11) are detected as touched down, the sensor zones (111) differentiates between presence of the ground interface (11) and any other presence including human touch, animal touch, foreign matter and or contamination and a combination thereof.