Abstract: Various embodiments set forth systems and techniques for changing a face within an image. The techniques include receiving a first image including a face associated with a first facial identity; generating, via a machine learning model, at least a first texture map and a first position map based on the first image; rendering a second image including a face associated with a second facial identity based on the first texture map and the first position map, wherein the second facial identity is different from the first facial identity.

Abstract: A system includes a light source that emits broadband light through a test cassette containing a fluid. A spectrometer disperses the broadband light, after passing through the test cassette, onto a plurality of pixel detectors of a detector array. A digitizer reads an array of raw spectral values from the detector array. A signal processing circuit deconvolves, based on a spectral response of each of the plurality of pixel detectors, the array of raw spectral values to generate an array of deconvolved spectral values; feeds the array of deconvolved spectral values into a trained machine-learning model to obtain an indication of the presence of one or more constituents in the fluid; and outputs the indication. The fluid may be human saliva or another biological fluid obtained from a patient. The indication may be used to diagnose the patient with a disease or condition.

Abstract: The invention relates to a wheel axle guiding assembly comprising an axle box carrier, an axle box located longitudinally between a front part and a rear part of the axle box carrier; a front longitudinal hydro-mechanical converter between a front part of an axle box carrier and a rear longitudinal hydro-mechanical converter between the axle box and a rear part of the axle box carrier to allow a fore-and-aft movement of the axle box relative to the axle box carrier parallel to a longitudinal direction. Each of the front and rear longitudinal hydro-mechanical converters includes a housing, a plunger and an elastomeric body fixed to the housing and to the plunger so as to allow a fore-and-aft relative movement parallel to the longitudinal direction between the plunger and the housing, a single variable volume hydraulic chamber being formed between the housing, the plunger and the elastomeric body.

Abstract: An assembly for a closure device includes a cap with a distal portion having a recess to receive tissue and a proximal portion fitting over a face of an endoscope. The proximal portion includes fold(s) between a first region and a first end of a second region. The cap expands from a collapsed state in which an angle of the first region relative to a longitudinal axis of the endoscope is at a minimum to an expanded state in which the angle is increased. Based on the angle and reflectivity of the first region, an endoscopic camera on the face is provided an increased field of view in the expanded state relative to the collapsed state. The device captures tissue when the cap is in the expanded state via an actuation mechanism extending through a channel of the endoscope into the distal portion.

Abstract: Provided, in one aspect, is a whipstock. The whipstock may include a tubular having a longitudinal passageway extending along a length thereof, the tubular having a tapered face extending along at least a portion of the length; a support structure movably coupled to the tubular and extendable across the tapered face, wherein the support structure is operable to move from a first closed position closing the longitudinal passageway and a second open position exposing the longitudinal passageway; and a locking mechanism in the tubular for releasably holding the support structure in the first position.

Abstract: A computer implemented method and system for identifying and visualizing features correlated with cancer subtypes, includes the steps of receiving a set of medical images representing an area including a patient's lesion, applying a classification model trained on lesions with known pathology by mathematically combining the model's learned weights with said medical images to produce a score indicating the likelihood of the lesion being of each particular cancer subtype, extracting importance maps from said classification model indicating features correlated with each cancer subtype by tracing the output of the model through the learned weights to identify regions of the input with a strong influence on the classification score for each cancer subtype, and displaying said importance maps visually on a computing device.

Abstract: A system includes an adapter, a member and a clip which includes jaws connected to one another such that the jaws are movable between insertion and initial deployed configurations. The member is releasably coupled to the clip and movably connected to the adapter. The member includes a connector at a distal end thereof releasably engages an opening extending through a first jaw such that a longitudinal movement of the member relative to the adapter moves the clip between the insertion configuration, the deployed configuration and toward a review configuration. The member retracts the clip proximally over the adapter so that the clip is forced open as the clip is retracted over the adapter freeing the clip from tissue. The connector includes a deformable portion deforming to release the member from the first jaw toward a final deployed configuration when a distal force exceeds a predetermined threshold value.

Abstract: A system includes an adapter mounted over a distal end of an insertion device, a clip and a first extending member. The clip includes jaws movable between an insertion configuration, with the jaws separated and an initial deployed configuration with the jaws drawn together. The clip is biased toward the initial configuration. The first jaw includes a connection element and a first member releasably coupled to the first jaw connection element permits movement of the adapter relative to the clip while the first member remains coupled to the clip to enhance visual observation of the clip. The first member retracts the clip proximally over the adapter so that the clip is forced open as the clip is retracted over the adapter freeing the clip from tissue on which it had been clipped.

Abstract: A sacrificial shroud is disposed over a packing element of a downhole packer to provide isolation from incompatible wellbore fluids and to minimize a tendency for swabbing or packer preset due to fluid flow past the packing element during run-in, thereby allowing for faster run-in speeds. The shroud may be depletive or consumable, such as by dissolution into a wellbore fluid or by melting at a predetermined downhole thermodynamic condition. The shroud may take the form of a sleeve or an applied coating.

Abstract: Provided, in one aspect, is a whipstock. The whipstock may include a tubular having a longitudinal passageway extending along a length thereof, the tubular having a tapered face extending along at least a portion of the length; a support structure movably coupled to the tubular and extendable across the tapered face, wherein the support structure is operable to move from a first closed position closing the longitudinal passageway and a second open position exposing the longitudinal passageway; and a locking mechanism in the tubular for releasably holding the support structure in the first position.

Abstract: An apparatus includes a sleeve a sleeve having a slot defined by at least a first edge and a second edge of the sleeve. At least a portion of the first edge defines a left-handed helical portion of the slot. At least a portion of the second edge defines a right-handed helical portion of the slot. The left-handed helical portion and the right-handed helical portion are at different axial positions along the sleeve with respect to a center axis through the sleeve.

Abstract: An amputation system includes a cutting element having a cutting blade traversing a V-shape. The V-shape has a vertex and an angle in a range of 90-120°. A rod, rigidly coupled to the cutting element, has its longitudinal axis aligned with the vertex so it bisects the angle of the V-shape. A barrel having a bore receives at least a portion of the rod therein wherein the rod's outboard end resides in the bore. An energetic energy source, positioned in the bore adjacent to the rod's outboard end, generates a pressure force that is incident on the rod's outboard end. The pressure force is one that peaks within 0.5 milliseconds to propel the rod from the bore at a velocity in a range of 300 to 1000 feet per second.

Abstract: An apparatus includes a sleeve a sleeve having a slot defined by at least a first edge and a second edge of the sleeve. At least a portion of the first edge defines a left-handed helical portion of the slot. At least a portion of the second edge defines a right-handed helical portion of the slot. The left-handed helical portion and the right-handed helical portion are at different axial positions along the sleeve with respect to a center axis through the sleeve.

Abstract: Systems and methods are directed to aligning two subsequent pieces of equipment prior to disposing the pieces of equipment downhole. A method comprises providing the first tool piece to be disposed in a wellbore, wherein the first tool piece comprises: a first thread, wherein the first thread is disposed at a first end of the first tool piece; and a second thread, wherein the second thread is disposed at the first end of the first tool piece. The method further comprises disposing an alignment ring on the first tool piece, and coupling the first end of the first tool piece to a second end of the second tool piece. The method further comprises decoupling the first tool piece from the second tool piece; rotating the alignment ring; and coupling the first tool piece to the second tool piece after rotating the alignment ring to produce the tubular assembly.

Abstract: Example implementations relate to protecting data of a particular data type. For example, a system for protecting data of a particular type may include a configuration engine to receive a stream of data, where a portion of the stream of data includes data of a particular data type. The configuration engine may determine the particular data type to be protected based, at least in part, on a format associated with the stream of data. Further, the system for protecting data of a particular type may include a cryptography engine to protect the data of the particular data type, and a generation engine to output the stream of data such that at least the data of the particular data type is protected.

Abstract: A downhole apparatus can include a first lateral tubing support that comprises: a body; a first passage extending through the body; and a second passage extending through the body. The first and second passage are spaced in parallel arrangement, and the body extends continuously and uninterruptedly in a direction transverse to the parallel directions of extension of the first and second passages, from the first passage to the second passage. The lateral tubing string can also include a first tubular and a second tubular spaced in parallel arrangement. The first passage is configured to at least partially encircle the first tubular and the second passage is configured to at least partially encircle the second tubular, with the first lateral tubing support increasing a radial and/or axial compressive load rating of the lateral tubing string.

Abstract: Assemblies and methods are provided for positioning a sealing tool within a receptacle and pressure testing a seal between the sealing tool and the receptacle. The assembly may be coupled to the sealing tool for latching the sealing tool into the receptacle. The assembly may include a projection that is movable between a coupled position and an uncoupled position. In the coupled position, the projection may couple the assembly to the sealing tool. In the uncoupled position, the projection may be positioned such that the assembly is not coupled to the sealing tool. The projection may move from the coupled position to the uncoupled position in response to determining a seal is established between the sealing tool and the receptacle.

Abstract: Certain shear bolts described herein provide failure bending resistance when torque is applied to members being connected by the bolts, while maintaining shearability. Certain other shear bolts described herein provide a shear region having different shear limits dependent upon the direction of force being applied to the shear region.

Abstract: A method comprising: providing the first tool piece to be disposed in a wellbore, wherein the first tool piece comprises: a first thread, wherein the first thread is disposed at a first end of the first tool piece; and a second thread, wherein the second thread is disposed at the first end of the first tool piece, and wherein the first thread and the second thread have opposing handedness; disposing an alignment ring on the first tool piece, coupling the first end of the first tool piece to a second end of the second tool piece, wherein the alignment ring is disposed between the first tool piece and the second tool piece; decoupling the first tool piece from the second tool piece; rotating the alignment ring; and coupling the first tool piece to the second tool piece after rotating the alignment ring to produce the tubular assembly.

Abstract: Assemblies and methods are provided for positioning a sealing tool within a receptacle and pressure testing a seal between the sealing tool and the receptacle. The assembly may be coupled to the sealing tool for latching the sealing tool into the receptacle. The assembly may include a projection that is movable between a coupled position and an uncoupled position. In the coupled position, the projection may couple the assembly to the sealing tool. In the uncoupled position, the projection may be positioned such that the assembly is not coupled to the sealing tool. The projection may move from the coupled position to the uncoupled position in response to determining a seal is established between the sealing tool and the receptacle.