Abstract: A medical device comprising a handle, a shaft extending from the handle, and an inflatable module at a distal portion of the shaft, the module including a camera, wherein the shaft includes a body defining a first channel extending between a first end configured to be in fluid communication with a fluid source, and a second end in fluid communication with the module, and wherein inflation of the module alters a viewing angle of the camera relative to an axis of the distal portion of the shaft.

Abstract: A medical system includes a medical device and an end cap. The medical device includes a handle, including an actuation device, and a shaft extending from the handle. A distal end of the shaft includes a tab, and the tab is movable based on movement of the actuation device. The end cap includes a modular camera assembly. The modular camera assembly includes a camera, a support, an arm, and a cavity. The tab is coupleable to the modular camera assembly via the cavity, and movement of the tab controls a position of the support and the camera.

Abstract: A medical device having multiple degrees of freedom independent of each other. The medical device includes a handle, an end effector, and a tubular section extending between the handle and the end effector. The end effector is configured to be rotated about a first axis extending through the tubular section without rotating the tubular section. And, the tubular section is configured to be rotated about the first axis with the end effector.

Abstract: A medical device may comprise a handle having at least one actuator, a shaft having a proximal end and a distal end, the proximal end connected to the handle, and a distal assembly connected to the distal end of the shaft, the distal assembly including an end effector. The handle may be configured so that a single hand of a user can operate the at least one actuator to (1) actuate the end effector, (2) rotate the end effector relative to the shaft, and (3) articulate a distal portion of the shaft.

Abstract: A medical device system includes an insertion device and a medical device. The insertion device includes an insertion device handle, including a port on a handle body. The insertion device also includes an insertion device shaft extending from the insertion device handle. The insertion device shaft includes a working channel connected to the port. The medical device includes a medical device handle, including a movable handle portion and a stationary handle portion. The movable handle portion includes a ball portion movably positioned within a cavity in the stationary handle portion. The medical device also includes a medical device shaft. The medical device shaft is configured to be delivered through the port in the insertion device handle and through the working channel in the insertion device shaft. Movement of the movable handle portion relative to the stationary handle portion controls movement of a distal portion of the medical device shaft.

Abstract: The invention provides a composition and smart packaging methods for extending the shelf life of the agricultural produces. The composition comprising active ingredients, which act as a signal molecule to activate a defense mechanism with a flower, greens, fruit, or vegetable. The product is designed in the desired form (like sachet, Spray, crate, covering paper, etc.), which includes the encapsulated powder of the active ingredient which is released in a sustained manner near the farm/agricultural produce. When the volatile active ingredient is released it slows down the ethylene biosynthesis pathway and restricts microbial growth of fresh produce without any expensive technologies (refrigeration) and harmful chemicals (toxic). It can be adopted to any stage of the fruits and vegetable supply chain.

Abstract: A medical device for insertion into a body may include a handle assembly including a handle body and a ball joint; a sensor assembly configured to electronically communicate with a magnet; a body extending longitudinally from the handle assembly; an articulation portion coupled to a distal end of the body, wherein the articulation portion includes a magnetic material; and an end effector coupled to a distal end of the articulation portion. The articulation portion may be configured to move upon application of a magnetic field from the magnet.

Abstract: A medical device includes a handle including a first slot, a first control device movable within the first slot in a proximal direction and a distal direction, and a sheath extending from the handle and having a longitudinal axis, the sheath defining a first lumen extending from the handle to a distal end of the sheath. A first tube extends within the first lumen, the first tube is connected to the first control device and moves between a first position, where a distalmost end of the first tube is flush with or proximal of a distalmost end of the sheath, and a second position, where the distalmost end of the first tube is positioned distal of the distalmost end of the sheath. The first slot extends parallel to the longitudinal direction of the sheath.

Abstract: Analytics system onboarding of web content is described. In one example, an analytics onboarding system is configured to process web content to generate recommendations, automatically and without user intervention. The recommendations are configured to assist in mapping of web content variables in web content to data elements supported by an analytics system to generate metrics that describe occurrence of events as part of user interaction with web content.

Abstract: External messaging attacks are detected using trust relationships. A profile is built for each target within an organization using extracted header data from multiple prior messages. Trust scores are derived for each sender of a message for each target profile, each trust score is derived from a degree and a quantity of communication between the respective sender and the target in the extracted header data. Incoming messages are received and a target and a sender of each incoming message is determined. A trust score is retrieved for the sender from the profile of the target for each incoming message, labels are generated for each of incoming message based on the respective trust score, and the respective label is applied to be visible to the target in association with the message for each respective message.

Abstract: Top attributes of a product are identified from text content of an electronic document and are presented as visual depictions of the attributes. The attributes are identified and ranked based on the text content, such as whether the text content describes the attribute in a positive or negative manner. Top attributes are selected from the ranking and a visual depiction of the top attributes is identified. The visual depiction can be a universally recognized symbol or a custom image designated to an attribute. The visual depiction is superimposed on the text content associated with the attributes when the electronic document is presented at a display. In this way, top attributes for a product can be presented in a manner that condenses the relevant information provided by the electronic document into a format better suited for providing the information on small screens of mobile devices.

Abstract: An automatic artwork review system validates an artwork or a product label based on a received label specification document. Text extracted from the product label is chunked into sentences and words. Character-wise comparison is executed to identify the best match text from the label specification document for the sentence chunks from the product label. If the corresponding best match texts bears a similarity higher than a predetermined threshold to selected text including one or more sentence chunks, no errors are raised. If the similarity of the best match text to the selected text is not higher than the predetermined threshold, the specific errors occurring in the selected text and the particular portions where such errors are present are identified. The information regarding the errors can be output via one or more of an output user interface or a label compliance report.

Abstract: A medical device comprising a handle extending between a first end and a second end, a first actuator coupled to the first end of the handle, a first shaft coupled to the second end of the handle, and a second shaft extending from the first shaft, the second shaft including a first articulation section and a second articulation section, wherein an articulation of the first actuator relative to the handle is configured to articulate the first articulation section, an articulation of the handle relative to the first shaft is configured to articulate the second articulation section, and the first articulation section and the second articulation section are restricted to articulating only in a first plane.

Abstract: Techniques are provided for using machine learning techniques to associate skills with different content. In one technique, multiple classifications models are trained. Each classification model corresponds to a different skill and is trained based on textual embeddings of a plurality of content items and labels indicating whether each content item is associated with the skill that corresponds to that classification model. A particular content item embedding is generated based on text from a particular content item. The particular content item embedding is applied to the classification models to generate multiple results. One or more results of the multiple results are identified that indicate that one or more corresponding skills are associated with the particular content item. For each result of the one or more results, skill tagging data are stored that associate the particular content item with a particular skill that corresponds to that result.

Abstract: A clipping system includes an adapter configured to be mounted over an insertion device and a clip including first and second jaws movable between an insertion configuration and an initial deployed configuration. A first extending member is releasably coupled to the clip and movably connected to the adapter to permit a movement of the clip relative to the adapter from the insertion configuration to the initial deployed configuration. The first extending member is configured to permit withdrawal of the adapter away from the clip to place the system in a review configuration to enhance a visual observation of the clip. The first extending member is operable to retract the clip over the adapter so that the clip is forced open, freeing the clip from tissue on which it has been clipped. The first extending member is configured to release the clip therefrom in a final deployed configuration.

Abstract: A clipping system includes an adapter mounted on an insertion device and a clip including first and second jaws connected via hinges so that the first and second jaws are movable between an insertion configuration and an initial deployed configuration. A deployment member is configured to move the clip distally over and off of the adapter so that, as the clip leaves the adapter, the clip moves from the insertion configuration to the initial deployed configuration. An extending member is releasably coupled to the clip and movably connected to the adapter, and is configured to permit the withdrawal of the adapter away from the clip while the extending member remains coupled to the clip to place the system in a review configuration. The extending member is operable to retract the clip over the adapter, freeing the clip from tissue on which it had been clipped.

Abstract: Methods and systems for revoking electronic messages. One method includes storing, for each of a plurality of forwarded messages, a record in a data store, each record including a link to an original message for the forwarded message, and receiving a request to revoke a forwarded message. In response to receiving the request, the method includes identifying an original message the forwarded message via a record stored in the data store and notifying, with an electronic processor, a user associated with the original message of the request to revoke the forwarded message. In response to receiving an instruction revoking the original source message from the user, the method includes identifying each forward of the original message via records stored in the data store and revoking the original message and each message associated with each record stored in the data store including a link to the original message.

Abstract: System for graph-based clustering of documents. The system comprises one or more processors configured to receive a digital copy of a document to convert the document into a graph object. Further, the processor is configured to identify and label entities in the document, wherein each of the entities is represented as a node of the graph object. Further, the processor is configured to create the graph object for the received digital copy of the document and generate a graph embedding vector using a graph embedding neural network trained to receive the graph object as input and generate the graph embedding vector for the graph object as output. Finally, the processor is configured to cluster the graph embedding vector to a cluster comprising similar looking templates of the document.

Abstract: The invention relates to carboxamide-pyrimidine derivatives of the general formula I, or a pharmaceutically acceptable salt thereof, and the use of the compounds of the present invention for the treatment of hyperproliferative diseases and disorders in mammals, especially humans, and pharmaceutical compositions containing such compound.

Abstract: A tissue-engagement member having a pair of jaws movable between a closed configuration and an open configuration, an actuator movable to shift the jaws between the closed and open configurations, and a biasing element biasing the jaws into a closed configuration. The biasing element may be provided over a portion of the tissue-engagement member. A cam mechanism may be provided in operative association with at least one of the jaws and/or the actuator. The biasing element may operatively engage at least one of the jaws and/or the actuator to actuate the cam mechanism to return the jaws to a closed configuration from an open configuration. A manipulator having an actuator-engagement element may be provided to engage an actuation element operatively associated with the actuator. The actuator-engagement element may operatively engage the actuation element in a range of orientations.