Abstract: The present disclosure, in some embodiments, relates to a non-transitory computer-readable medium storing computer-executable instructions that, when executed, cause a processor to perform operations, including accessing an imaging data set having one or more radiological images of a patient having Crohn's disease, the one or more radiological images including one or more intestinal strictures; identifying a plurality of determinative features from within the one or more intestinal strictures in the one or more radiological images, the plurality of determinative features being associated with one or more pathological features used to identify inflammation or fibrosis within an intestinal stricture; and applying a machine learning model to the plurality of determinative features to identify an extent of inflammation or fibrosis within the one or more intestinal strictures.

Abstract: A method for authenticating features reported by a vehicle includes receiving, from a network, a map of an area with confidence weights corresponding to each feature on the map and/or a list of trusted users; upon the vehicle entering the area, checking whether the vehicle is on the list of trusted users; and checking features reported from the vehicle and matching the features to the map of the area.

Abstract: Systems and methods are provided for preventing a loss of throughput data connectivity from one or more active autonomous vehicles of the fleet communicating with a back office network by: collecting an average aggregate of the throughput data from the one or more active AVs communicating with the back office network; updating a set of records in a throughput data table corresponding to a plurality of mapped AV routes for the one or more active AVs, by processing a throughput data table record in the temporary buffer of updated throughput data to eliminate identified duplicate or out-of-date throughput data recorded in the throughput data table; and determining, by the back office network, whether one or more of the AV route segments or the final drop-off location exhibits the effect of an instance of the loss of throughput data connectivity between the AV and the back office network.

Abstract: Systems and methods are provided for preventing a loss of throughput data connectivity from one or more active autonomous vehicles of the fleet communicating with a back office network by: collecting an average aggregate of the throughput data from the one or more active AVs communicating with the back office network; updating a set of records in a throughput data table corresponding to a plurality of mapped AV routes for the one or more active AVs, by processing a throughput data table record in the temporary buffer of updated throughput data to eliminate identified duplicate or out-of-date throughput data recorded in the throughput data table; and determining, by the back office network, whether one or more of the AV route segments or the final drop-off location exhibits the effect of an instance of the loss of throughput data connectivity between the AV and the back office network.

Abstract: Embodiments of the invention include a medical device with one or more of a variety of features. More particularly, embodiments of the invention relate to endoscopic devices that include one or more features that improve the use of the device. Examples of such features include chamfered edges and corners on, for example, the end effectors, a surface with a controlled finish also on, for example, the end effectors, a jaw with teeth and/or a tang having various configurations, a handle having soft-grip features, and/or an elongate member with varied rigidity. Other examples of such features include a folded portion on, for example, the end effectors and/or a snap-fit clevis assembly.

Abstract: Embodiments of the invention include a medical instrument with a sealing device. In embodiments, the medical instrument is endoscopic device having a seal between an elongate shaft member and/or on a portion of a handle to, for example, prevent flow communication between a lumen of the elongate member and the external environment.

Abstract: Embodiments of the invention include a medical device with one or more of a variety of features. More particularly, embodiments of the invention relate to endoscopic devices that include one or more features that improve the use of the device. Examples of such features include chamfered edges and corners on, for example, the end effectors, a surface with a controlled finish also on, for example, the end effectors, a jaw with teeth and/or a tang having various configurations, a handle having soft-grip features, and/or an elongate member with varied rigidity. Other examples of such features include a folded portion on, for example, the end effectors and/or a snap-fit clevis assembly.

Abstract: Embodiments of the invention include a medical device with one or more of a variety of features. More particularly, embodiments of the invention relate to endoscopic devices that include one or more features that improve the use of the device. Examples of such features include chamfered edges and corners on, for example, the end effectors, a surface with a controlled finish also on, for example, the end effectors, a jaw with teeth and/or a tang having various configurations, a handle having soft-grip features, and/or an elongate member with varied rigidity.

Abstract: Embodiments of the invention include a medical instrument with a sealing device. In embodiments, the medical instrument is endoscopic device having a seal between an elongate shaft member and/or on a portion of a handle to, for example, prevent flow communication between a lumen of the elongate member and the external environment.

Abstract: Embodiments of the invention include a medical instrument with a sealing device. In embodiments, the medical instrument is an endoscopic device having a seal between an elongate shaft member and/or on a portion of a handle to, for example, prevent flow communication between a lumen of the elongate member and the external environment.

Abstract: Embodiments of the invention relate to a medical device having a proximal portion that can selectively receive other portions of the device. More specifically, embodiments of the invention relate to an endoscopic instrument with a handle portion configured to accommodate an elongate, flexible member and an end effector assembly of the endoscopic instrument for protection, coiling, looping, containment, packaging and for disposal. The device may have a variety of configurations.

Abstract: A feedhorn driving method and apparatus allows the establishment of multiple phase centers using only a single multimode feedhorn. At least two higher-order modes are extracted from the feedhorn and weighted in amplitude and phase. The phase center separation is established in accordance with an assigned weights. The feedhorn has application in i.a. moving target indication systems.

Abstract: The present invention provides a process for the preparation of p-toluic acid by liquid phase oxidation of p-xylene using oxygen or air as oxidant in the presence of p-toluic acid, water as solvent and cobalt salt or its combinations with salts of Ce, Mn as catalyst. Oxidation is carried out at 130-190° C. and pressure sufficient to keep water in liquid state. Oxidation step is followed by filteration to obtain p-toluic acid as major product. Unreacted p-xylene is recovered and recycled and the catalyst is recovered from aqueous phase and is recycled.

Abstract: A full thickness resection device comprises a control handle including an actuator wherein, when the device is in an operative position within a body lumen of a patient, the control handle remains outside the patient's body and a working head assembly coupled to a control handle by a flexible sheath, wherein, when the device is in the operative position; the working head assembly is located within a body lumen of the patient adjacent to a portion of tissue to be treated, the working head assembly including a tissue stapling mechanism including first and second tissue stapling members moveable relative to one another in combination with a first cable extending from the actuator through the flexible sheath to the first tissue stapling member so that, when the actuator is operated to draw the first cable proximally from the sheath, the first tissue stapling member is moved in a first direction relative to the second tissue stapling member.

Abstract: Embodiments of the invention include a medical instrument with a sealing device. In embodiments, the medical instrument is an endoscopic device having a seal between an elongate shaft member and/or on a portion of a handle to, for example, prevent flow communication between a lumen of the elongate member and the external environment.

Abstract: Embodiments of the invention relate to a medical device having a proximal portion that can selectively receive other portions of the device. More specifically, embodiments of the invention relate to an endoscopic instrument with a handle portion configured to accommodate an elongate, flexible member and an end effector assembly of the endoscopic instrument for protection, coiling, looping, containment, packaging and for disposal. The device may have a variety of configurations.

Abstract: Aspects of the invention are found in a heating component having a composite material coated on a support. The composite material includes a fluorinated or silicone polymer and inductively-heatable particles. Additional aspects of the invention are found in a heating belt having a flexible support coated with a composite material. The composite material includes a polymer material and inductively-heatable particles. Further aspects of the invention are found in a system for heating an article. The system includes a heating belt and a field generator. The heating belt includes a flexible support coated in a composite material. The composite material includes a polymeric matrix and inductively-heatable particles. The field generator induces a field about the heating belt. The inductively-heatable particles heat in the presence of the field.

Abstract: A feedhorn driving method and apparatus allows the establishment of multiple phase centers using only a single multimode feedhorn. At least two higher-order modes are extracted from the feedhorn and weighted in amplitude and phase. The phase center separation is established in accordance with an assigned weights. The feedhorn has application in i.a. moving target indication systems.

Abstract: Embodiments of the invention include a medical device with one or more of a variety of features. More particularly, embodiments of the invention relate to endoscopic devices that include one or more features that improve the use of the device. Examples of such features include chamfered edges and corners on, for example, the end effectors, a surface with a controlled finish also on, for example, the end effectors, a jaw with teeth and/or a tang having various configurations, a handle having soft-grip features, and/or an elongate member with varied rigidity.