Abstract: A method, computer program product, and computer system for using agents at a data lake to assist training, testing, and deploying a model for predicting one or more outputs from specified input to the model, using agents at the data lake. The agents identify at the data lake: hardware resources, a first portion of model input data for training and testing the model, a training language, and a first software resource. A first execution of the first software resource is triggered to split the first portion of the model input data into training input data and testing input data. A first portion of the hardware resources is identified for training and testing the model. A second software resource stored at the data lake is identified for optimizing the model in accordance with an optimization algorithm. Training the model at the data lake is triggered.

Abstract: A system is disclosed for producing a mixture to deliver to a treatment site. The system can include a first chamber with an inner cavity including a first constituent and an outer cavity concentric with the first cavity and including a second constituent. A partition can be openable and separate the first and second cavities. A second chamber can include a third constituent and be concentric with the first chamber. Moving the first chamber and/or the second chamber relative to the other can cause the partition to open so that the first constituent and the second constituent mix with each other to form a first mixture. Applying a force to the system can cause the first mixture and the third constituent to egress through distal portions of the first and second chambers and mix together to form the mixture for delivery to the treatment site.

Abstract: A system for producing a mixture to deliver to a treatment site. A multi-lumen chamber can be connected to a proximal end of a mixing lumen and include a first lumen aligned and adjacent a second lumen. The first lumen can be configured to include a first constituent in a proximal portion of the first lumen and a second constituent in a distal portion of the first lumen. A first plunger can be internally positioned within the first lumen to distally move the first constituent into the distal portion to mix with the second constituent in a first state to form a first mixture. The first lumen can terminate in a first port. The second lumen is configured to include a third constituent. A second plunger is internally positioned within the second lumen to distally move the third constituent and the first mixture.

Abstract: A system includes a connector with a central lumen. A multi-lumen chamber is removably connected to and in fluid communication with a proximal end of the central lumen. The multi-lumen chamber includes a first lumen aligned and adjacent a second lumen. The first lumen includes a first fluid in a proximal portion of the first lumen and a hydrophilic polymer in a distal portion of the first lumen, a first plunger rod within the first lumen to control flow of the first fluid into the distal portion to mix with the hydrophilic polymer in a first state to form a first mixture, and a first port. The second lumen includes a second fluid, a second plunger rod within the second lumen to distally move the second fluid and the first mixture in a second state, and a second port.

Abstract: A system is disclosed for producing a mixture to deliver to a treatment site. The system includes a mixing lumen attachable to a proximal end of a delivery system. A multi-lumen chamber can be removably connected to a proximal end of the mixing lumen and include a first lumen aligned with a second lumen. The first lumen can be configured to comprise a first constituent in a first state. The first lumen can include a first plunger to move the first constituent from the first lumen to the mixing lumen. The first lumen can terminate in a first port. The second lumen can be configured to include a second constituent. The second lumen can include a second plunger to distally move the second constituent and terminate in a second port. A vial adaptor can be included with a vial having a third constituent.

Abstract: A system is disclosed for producing a mixture to deliver to a treatment site. The system can include a connector with a connector vent so that air in the connector is expellable therethrough. A multi-lumen chamber can be connected to a proximal end of the connector and include a first lumen aligned and adjacent a second lumen. The first lumen can be configured to include a first constituent in a proximal portion of the first lumen, a second constituent in a distal portion of the first lumen, and a first plunger internally positioned within the first lumen to distally move the first constituent into the distal portion to mix with the second constituent in a first state to form a first mixture. The second lumen is configured to include a third constituent and a second plunger rod internally positioned within the second to distally move the third constituent.

Abstract: A system is disclosed for producing a mixture to deliver to a treatment site. The system can include a mixing lumen attachable to a proximal end of a delivery system. A multi-lumen chamber can be connected to a proximal end of the mixing lumen and include a first lumen aligned and adjacent a second lumen. The first lumen can receive a first constituent in a first state. The first lumen can include a first plunger to move the first constituent from the first lumen to the mixing lumen. The second lumen can include a second constituent and a second plunger to distally move the second constituent and the first constituent in a second state. Distally moving the second plunger causes the first constituent and the second constituent to be mixed together within the mixing lumen to form the mixture.

Abstract: A minimum quantity lubrication (MQL) tool including a lance. The lance includes a passageway and an orifice. The passageway extends axially from a first end of the lance toward a second end of the lance and allows a lubricant supply to flow therein from the first end of the lance toward the second end of the lance. The first orifice extends radially through the lance at a location near the second end of the lance. The lubricant supply flowing through the passageway exits the orifice and is impinged upon by air flowing around the lance.

Abstract: A system and method for modeling and visualizing ST segment morphology in an ECG. Many cardiac conditions show ST-elevation in ECG data and may be misdiagnosed as a consequence. The exemplary embodiments model a segment in the ECG with a curve and extract features from the curve to discriminate between the cardiac conditions, including STEMI.

Abstract: The present invention provides compounds and methods targeting human interleukin-19, including therapeutic antibodies, pharmaceutical compositions and diagnostic applications useful in the field of immune-mediated diseases including psoriasis, atopic dermatitis, psoriatic arthritis, bronchial asthma and diabetic nephropathy.

Abstract: In various embodiments, a first classification assigned to a periodic component of an electrical waveform that represents electrical activity in a patient's heart may be identified. A corresponding periodic component of a hemodynamic waveform that represents hemodynamic activity in the patient's cardiovascular system may be analyzed. The corresponding periodic component may be causally related to the periodic component of the electrical waveform. Based on the analysis, the previously-assigned classification may be assigned to the corresponding periodic component of the hemodynamic waveform in response to a determination, based on the analyzing, that the previously-assigned classification also applies to the corresponding periodic component. In a database of hemodynamic templates, a hemodynamic template associated with the previously-assigned classification may be updated to include one or more features of the corresponding periodic component of the hemodynamic waveform.

Abstract: A minimum quantity lubrication (MQL) tool including a lance. The lance includes a passageway and an orifice. The passageway extends axially from a first end of the lance toward a second end of the lance and allows a lubricant supply to flow therein from the first end of the lance toward the second end of the lance. The first orifice extends radially through the lance at a location near the second end of the lance. The lubricant supply flowing through the passageway exits the orifice and is impinged upon by air flowing around the lance.

Abstract: A method of making an acid neutralizing polymer includes: a) preparing a first reaction mixture by blending of a polyamide material, a solid strongly basic material, and a halogenated-dimethylalkylamine; b) adding the first reaction mixture to a first compounding machine; c) reacting the first reaction mixture for a time and at a temperature sufficient to produce a first reaction product; d) preparing a second reaction mixture including the polyamide material; e) adding the second reaction mixture to a second compounding machine; f) reacting the second reaction mixture for a time and at a temperature sufficient to produce a second reaction product; g) preparing a third reaction mixture by blending the first reaction mixture and the second reaction mixture; h) adding the third reaction mixture to a third compounding machine; and i) reacting the third reaction mixture for a time and at a temperature sufficient to produce the acid neutralizing polymer.

Abstract: A system for recognizing gestures generates a skeletal model from video data of a subject. A defined subset of attributes of the skeletal model are mapped to defined positions of a vector. A gesture is recognized by evaluating a neural network using the vector as input. The neural network, trained using training vectors generated according to the definitions of skeletal model attributes and vector positions, classifies a gesture based on the input vector.

Abstract: A first augmented reality device shares, with a second augmented reality device, a visualization of an object viewed by the respective devices in an augmented reality scene. The first augmented reality device receives property information, according to which the second augmented reality device is displaying the visualization. The first augmented reality device displays the visualization according to the property information, adjusted to account for differences in perspective between the first and second augmented reality devices.

Abstract: Various embodiments of the present disclosure encompass an ECG control network of ECG test controller (10) and ECG context controller (40). The ECG test controller (10) control a recording of an ECG test. The ECG context controller (40) control a synchronization of the recording of the ECG test by the ECG test controller (10) with a recording of a video clip illustrative of a clinical context of the ECG test and/or a recording of an audio clip informative of a clinical context of the ECG test. The ECG context controller (40) further control a simultaneous presentation of a display of the recording of the ECG test with of a playing of the video clip contextually interpretative of the ECG test and/or a playing of the audio clip contextually interpretative of the ECG test.

Abstract: A kinematic analysis system captures and records participant motion via a plurality of video cameras. A participant feature and participant pose are identified in a frame of video data. The feature and pose are correlated across a plurality of frames. A three-dimensional path of the participant is determined based on correlating the feature and pose across the plurality of frames. A potential impact is identified based on analysis of the participant's path.

Abstract: An adjustable wedge apparatus is provided that includes a split wedge, a first block, a second block, a threaded adjustment screw, and an expandable and contractable biasing device. The split wedge is configured to be sandwiched between the first block and the second block. The first block and the second block are configured to be held together, with the split wedge between, by the expandable and contractable biasing device. The spilt wedge has a narrow end divided into two tines, and a threaded through-hole. The threaded adjustment screw has an external thread that is complementary to the internal thread of the through-hole. Tightening the threaded adjustment screw spreads apart the first block and the second block. An axle alignment system including the adjustable wedge apparatus is also provided, for example, a rotary die cutter alignment system. A method skew of adjustment is also provided.

Abstract: A power management system is provided to manage internal and external power sources for an embedded electronic device. The power management system includes an internal power source and an external power source. The power management system determines when to power the internal embedded electronic device or devices from either the internal or external power source, when to recharge the internal power source, when to shut down the internal embedded electronic device so as not to over discharge and damage the internal power source when external power is not available.

Abstract: A system for providing a virtual reality experience obtains, from a first sensor, image data of a first subject upon entry to an area. The system obtains pose information for the first subject during a period in which the subject is within the area. A graphical asset is generated from the image data. A skeletal model is maintained based on the pose information. A virtual reality scene is generated, using the asset and skeletal model, from the perspective of a second subject.