Abstract: Systems and methods for tracking objects are disclosed herein. In one embodiment, a system having a processor merges features of detected objects extracted from a point cloud and a corresponding image to generate fused features for the detected objects, generates a learned distance metric for the detected objects using the fused features, determines matched detected objects and unmatched detected objects, applies prior tracking identifiers of the detected objects at the prior time to the matched detected objects, determines a confidence score for the fused features of the unmatched detected objects, and applies new tracking identifiers to the unmatched detected objects based on the confidence score.

Abstract: The present invention concerns the enhancement of the osteogenic potential of bone graft by ex vivo treatment with a Wnt polypeptide, such as a liposomal Wnt polypeptide.

Abstract: Systems and methods for automated identification of STEMI in accordance with embodiments of the invention are illustrated. One embodiment includes a predictive electronic health record (EHR) system, including a processor, and a memory, the memory containing an EHR management application which configures the processor to obtain preliminary information about a patient via a terminal, store the preliminary information in an EHR, provide the preliminary information to a model trained to predict an emergency medical condition requiring immediate treatment, obtain a likelihood that the patient is suffering from an emergency medical condition from the machine learning model, and provide an alert when the likelihood exceeds a predetermined threshold. In many embodiments, the condition is STEMI, and the preliminary information comprises: age, sex, and at least one chief complaint.

Abstract: In accordance with the method of the present invention, 3D tissue-derived scaffolding materials are made in various formats, including but not limited to hydrogel, sponge, fibers, microspheres, and films, all of which function to better preserve natural extracellular matrix molecules and to mimic the natural tissue environment, thereby effectively guiding tissue regeneration. The method involves incorporating a homogenized tissue-derived suspension into a polymeric solution of synthetic, natural, or hybrid polymers to prepare tissue-derived scaffolds in the aforementioned formats. Such tissue-derived scaffolds and scaffolding materials have a variety of utilities, including: the creation of 3D tissue models such as skin, bone, liver, pancreas, lung, and so on; facilitation of studies on cell-matrix interactions; and the fabrication of implantable scaffolding materials for guided tissue formation in vivo.

Abstract: A system and method of effectively measuring a change in a gradient of a magnetic field. The systems include a first magnet and a second magnet mechanically coupled together and aligned along a polarization axis. The first magnet and the second magnet are positioned such that a pair of like magnetic poles of the first magnet and the second magnet face in opposite directions. Further, the first magnet and the second magnet are configured to move along the polarization axis in response to a magnetic field. A sensing system is configured to measure a change in a gradient of the magnetic field based on the movement of the first magnet and second magnet along the polarization axis in response to the magnetic field.

Abstract: Systems and methods for crowdsourced machine learning in accordance with embodiments of the invention are illustrated. In many embodiments, particular crowdworkers from a plurality of crowdworkers who are able to perform with high accuracy and reliability (referred to herein as “super recognizers”) are identified and used to generate training data for machine learning models. In various embodiments, super recognizers are identified by providing a request to answer questions regarding a particular type of input to the plurality of crowdworkers and providing received answers to a machine learning model trained using expert-annotated inputs similar to the inputs provided to the crowdworkers.

Abstract: Aspects of the present invention include methods for determining a transplant category of a subject having a transplant. Common mechanisms of rejection injury are uncovered across different tissue transplants, and provide a means to understand rational drug design. Various sources of tissues are examined form the patient for understanding AR mechanism (graft biopsy), as well as monitoring by minimal invasive means (blood) or non-invasive means (urine for the kidney allograft). For biomarker discovery different categories of markers are examined such as genes, proteins, peptides and antibodies. These biomarkers can help determine the subject's transplant category (e.g., acute allograft rejection (AR), stable allograft (STA), BK viremia, BK nephritis, drug toxicity or chronic allograft injury (CAI), and the like). Also provided are compositions, systems, kits and computer program products that find use in practicing the subject methods. The methods and compositions find use in a variety of applications.

Abstract: Systems and methods are provided for performing photothermal dynamic imaging. An exemplary method includes: scanning a sample to produce a plurality of raw photothermal dynamic signals; receiving the raw photothermal dynamic signals of the sample; generating a plurality of second signals by matched filtering the raw photothermal dynamic signals to reject non-modulated noise; and performing an inverse operation on the second signals to retrieve at least one thermodynamic signal in a temporal domain.

Abstract: Provided are nucleic acids that include a promoter, where the promoter is operable in a Bacteroides cell and is operably linked to a heterologous nucleotide sequence of interest. Also provided are nucleic acids that include a promoter (operable in a prokaryotic cell such as a Bacteroides cell) operably linked to a sequence encoding a synthetic ribosomal binding site (RBS). Also provided are fusion proteins (and nucleic acids encoding them) in which a secreted Bacteroides polypeptide is fused to a heterologous polypeptide of interest. Also provided are prokaryotic cells (e.g., E. coli, a Bacteroides cell, and the like) that include one more nucleic acids such as those described above. Also provided are methods of expression in a prokaryotic cell, methods of detectably labeling a Bacteroides cell in an animal's gut, and methods of delivering a protein to an individual's gut.

Abstract: A method of altering the targeting and/or cellular uptake efficiency of an adeno-associated virus (AAV) viral vector having a capsid containing an AAV9 cell surface binding domain is described. The method involves modifying a clade F cell surface receptor which comprises a glycan having a terminal sialic acid residue and a penultimate ?-galactose residue. The modification may involve retargeting the vector by temporarily functionally ablate AAV9 binding in a subset of cells, thereby redirecting the vector to another subset of cells. Alternatively, the modification may involve increasing cellular update efficiency by treating the cells with a neuraminidase to expose cell surface ?-galactose. Also provided are compositions containing the AAV9 vector and a neuraminidase. Also provided is a method for purifying AAV9 using ?-galactose linked to solid support.

Abstract: System, methods, and other embodiments described herein relate to improving the estimation of battery life. In one embodiment, a method includes measuring electrochemical data of a battery cell associated with an electrochemical reaction triggered by a test during a diagnostic cycle. The method also includes determining a feature associated with the degradation of the battery cell from the electrochemical data. The method also includes predicting an end-of-life (EOL) of the battery cell by using the feature in a machine learning (ML) model.

Abstract: Provided are compositions that include a nematic colloid, the nematic colloid comprising a nematic liquid crystal and a key colloid; and a lock colloid, the lock colloid optionally having at least two arms extending therefrom, the lock colloid being configured for assembly with the key colloid of the nematic colloid, the assembly optionally being mediated by a dipole interaction between the colloid and the lock colloid, by a disinclination line of the nematic colloid, or any combination thereof. Also provided are related methods. The disclosed compositions and methods can be used to, e.g., assemble chain and lattice structures from the key colloids by exploiting disinclination lines and dipole defects of the components of the compositions.

Abstract: The present disclosure provides modified immune cells or precursors thereof (e.g. T cells) comprising a chimeric antigen receptor (CAR) capable of binding human PSCA. CARs capable of binding human PSCA, and nucleic acids encoding the same are also provided. Provided herein are bispecific CARs capable of binding human PSCA and human PSMA, nucleic acids encoding the same, and modified immune cells comprising the same. Modified immune cells comprising a PSMA CAR and a PSCA CAR are also provided. Compositions and methods of treatment are also provided.

Abstract: Therapeutic and diagnostic methods are provided, which methods relate to the induction of expression of calreticulin on phagocytic cells. Specifically, the methods relate to macrophage-mediated programmed cell removal (PrCR), the methods comprising increasing PrCR by contacting a phagocytic cell with a toll-like receptor (TLR) agonist; or down-regulating PrCR by contacting a phagocytic cell with an inhibitor of Bruton's tyrosine kinase (BTK). In some embodiments, an activator of TLR signaling or a BTK agonist is provided in combination with CD4 7 blockade.

Abstract: The present invention provides a Descending Mechanised Access Ramp (D-MAR) system for providing independent access for persons between a floor of a train and a station platform, the D-MAR system including a substantially planar casing box mountable to the floor of the train; a hinged jointed sliding ramp, installed inside the substantially planar casing box; a plurality of side wheels installed on sides of the hinged jointed sliding ramp, adapted to allow the hinged jointed sliding ramp to be slidably moveable inside the substantially planar casing box; a remote-controlled deployment mechanism configured to automatically deploy the hinged jointed sliding ramp between a stand-by position within the casing box on the floor of the train and a fully deployed position, such that a nose of the hinged jointed sliding ramp is slidably engaged with the station platform; and wherein, at least two mobile protection walls are positioned on the station platform and comprise tactile push buttons that are configured to trig

Abstract: Methods to compute gestational age and gestational health and applications thereof are described. Generally, systems utilize analyte measurements to determine a gestational age and gestational health, which can be used as a basis to perform interventions and treat individuals.

Abstract: Disclosed is a method for the cellular uptake of sugar-coated melanin nanoparticles by metastatic cancer cells followed by illumination with nonionizing radiation (e.g., visible or IR light) causing cell death.

Abstract: In an embodiment, the present disclosure pertains to an electrolyte composition including a plurality of ether-based solvents and at least one sodium-based salt. The plurality of ether-based solvents include at least one acyclic ether and at least one cyclic ether. In a further embodiment, the present disclosure pertains to an energy storage device that includes an electrolyte composition of the present disclosure. In another embodiment, the present disclosure pertains to a method of making the electrolyte compositions of the present disclosure. Such methods generally include one or more of the following steps of mixing a plurality of ether-based solvents and at least one sodium-based salt, and forming the electrolyte composition.

Abstract: Methods and devices for additive production of multi-materials are provided. Various devices may include a plurality of toolheads, each toolhead operably coupled to a different composition and having a kinematic coupling mechanism. The compositions may include a first composition comprising a cement paste or mortar, and a second composition comprising a thermoplastic polymer and/or an elastomeric polymer. The devices may include a moveable tool mount configured to be removably coupled to the kinematic coupling mechanism of each toolhead. A processor may be included that is configured to cause the deposition of the first composition and cause the deposition of the second composition simultaneous with the first composition and/or deposit the second composition after the first composition is deposited. Systems and techniques for toolpath creation may also be provided. In-situ structures may be provided that may include cement paste in contact with a thermoplastic polymer or an elastomeric polymer.

Abstract: The present invention relates generally to the manufacture of conductive scaffolds of micro and/or nanofibers with the help of different printing techniques (e.g., near-field electrostatic printing, inkjet printing), such scaffolds enabling the formation of two-dimensional (2D) or three-dimensional (3D) neural networks to mimic the native counterparts. Applications of such patterned conductive scaffolds include, but are not limited to, an engineered conduit for guiding the differentiation and outgrowth of neural cells in peripheral nerve damage or in large-volume spinal cord injury under the electrical stimulation. Meanwhile, the scaffolds could also locally deliver various biomolecules in conjunction with electrical stimulation for facilitated nervous system regeneration (FIG. 1).