Abstract: Methods include acquiring a series of images or spectra of a volume of a model sample, reconstructing a 3D image of the volume of the model sample using the series of images, constructing a 3D model of the volume of the model sample by forming a segmentation of the reconstructed 3D image and fitting one or more primitive geometrical shapes to the segmentation, acquiring test sample images or spectra, and measuring test sample critical dimensions using the constructed 3D model to guide analysis of test spectra or images. Additional methods and related systems are disclosed, optical critical dimension (OCD) methods and systems.

Abstract: The invention provides a method of diagnosing Non-Alcoholic Steatohepatitis (NASH) and/or the hepatic fibrosis status of a subject, especially a subject afflicted with Non-alcoholic fatty liver disease (NAFLD) or NASH, based on the level of only three or more particular biomarkers. The invention further provides a kit suitable for performing said method and the use of said method and methods of treating patients diagnosed in accordance with the disclosed methods.

Abstract: A computer-implemented method for generating synthetic data describing a sample can comprise processing, by a system operatively coupled to a processor, sample information describing a set of original features of a sample, resulting in processed model input information, and generating, by an analytical model, synthetic image data, usable to generate a synthetic image, and describing at least a portion of the set of original features and based on the processed model input information. The computer-implemented method further can comprise generating, by the system, the synthetic image of a pseudo-sample, based on the synthetic image data, having at least one pseudo-feature that is different from and based on the set of original features.

Abstract: The present application provides for compositions comprising high concentrations of acid ?-glucosidase in combination with an active site-specific chaperone for the acid ?-glucosidase, and methods for treating Pompe disease in a subject in need thereof, that includes a method of administering to the subject such compositions. The present application also provides methods for increasing the in vitro and in vivo stability of an acid ?-glucosidase enzyme formulation.

Abstract: Methods include acquiring a series of images or spectra of a volume of a model sample, reconstructing a 3D image of the volume of the model sample using the series of images, constructing a 3D model of the volume of the model sample by forming a segmentation of the reconstructed 3D image and fitting one or more primitive geometrical shapes to the segmentation, acquiring test sample images or spectra, and measuring test sample critical dimensions using the constructed 3D model to guide analysis of test spectra or images. Additional methods and related systems are disclosed, optical critical dimension (OCD) methods and systems.

Abstract: The present application provides for compositions comprising high concentrations of acid ?-glucosidase in combination with an active site-specific chaperone for the acid ?-glucosidase, and methods for treating Pompe disease in a subject in need thereof, that includes a method of administering to the subject such compositions. The present application also provides methods for increasing the in vitro and in vivo stability of an acid ?-glucosidase enzyme formulation.

Abstract: Methods and systems for implementing artificial intelligence enabled metrology are disclosed. An example method includes segmenting a first image of structure into one or more classes to form an at least partially segmented image, associating at least one class of the at least partially segmented image with a second image, and performing metrology on the second image based on the association with at least one class of the at least partially segmented image.

Abstract: Systems and methods for automated sample alignment for microscopy are described herein. In one aspect a method can include: rotating the sample along a first axis by each of a plurality of rotation angles; imaging, with a charged particle beam, the sample for each rotation angle; and determining a first rotation angle based on the image for each rotation angle, wherein the first rotation angle aligns the sample to the charged particle beam in relation to the first axis.

Abstract: The present invention relates to an immunoassay for the detection of Borrelia specific IgG, IgM and IgG/IgM antibodies in biological samples suspected of Lyme infection. The immunoassay can be performed via a standard immunoassay format or on an automated platform. In various embodiments, the immunoassay uses one or more Borrelia specific chimeric peptides VlsE-FlaB (designated pFlaB-mV), VlsE-ErpP (designated pErp59-mV), VlsE-P35 (designated pP35-mV) alone or in combination with one or more outer surface protein C (Osp C) types B or I, p58 and DbpA. Other aspects of the invention provide antigen/substrate combinations and compositions comprising combinations of the disclosed peptides and/or proteins for use in the immunoassays described herein.

Abstract: Systems or techniques are provided for image metrology. In various embodiments, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a measurement component that accesses a k-distance data tree comprising positional coordinates of a plurality of shapes within an image; and measures distances between neighboring shapes of the plurality of shapes, wherein the measuring comprises parsing the k-distance data tree for nearest neighbor shapes within the plurality of shapes.

Abstract: A storage port receives a login request. The storage port configures an audit mode indicator as enabled in a login response to a host port to enter a security enabled mode to indicate to the host port that Input/Output (I/O) operations are to be transmitted from the host port to the storage port even if authentication or security association negotiation with the storage port cannot be completed successfully.

Abstract: Methods and systems for implementing artificial intelligence enabled metrology are disclosed. An example method includes segmenting a first image of structure into one or more classes to form an at least partially segmented image, associating at least one class of the at least partially segmented image with a second image, and performing metrology on the second image based on the association with at least one class of the at least partially segmented image.

Abstract: The present application relates to treating and/or preventing breast cancer, including locally advanced or metastatic, ER+, HER2? breast cancer, in a subject in need of treatment, comprising administering a compound of Formula (I), or a pharmaceutically acceptable salt, enantiomer, stereoisomer, solvate, polymorph, isotopic derivative, or prodrug thereof, wherein R1, R2, R3, R4, m, and n are defined herein.

Abstract: The present invention provides methods to determine whether a patient with a lysosomal storage disorder will benefit from treatment with a specific pharmacological chaperone. The present invention exemplifies an in vitro method for determining ?-galactosidase A responsiveness to a pharmacological chaperone such as 1-deoxygalactonojirimycin in a cell line expressing a mutant from of ?-galactosidase A. The invention also provides a method for diagnosing Fabry disease in patients suspected of having Fabry disease.

Abstract: The present application relates to treating and/or preventing breast cancer, including locally advanced or metastatic, ER+, HER2? breast cancer, in a subject in need of treatment, comprising administering a compound of Formula (I), or a pharmaceutically acceptable salt, enantiomer, stereoisomer, solvate, polymorph, isotopic derivative, or prodrug thereof, wherein R1, R2, R3, R4, m, and n are defined herein.

Abstract: The present invention relates to an immunoassay for the detection of Borrelia specific IgG, IgM and IgG/IgM antibodies in biological samples suspected of Lyme infection. The immunoassay can be performed via a standard immunoassay format or on an automated platform. In various embodiments, the immunoassay uses one or more Borrelia specific chimeric peptides VlsE-FlaB (designated pFlaB-mV), VlsE-ErpP (designated pErp59-mV), VlsE-P35 (designated pP35-mV) alone or in combination with one or more outer surface protein C (Osp C) types B or I, p58 and DbpA. Other aspects of the invention provide antigen/substrate combinations and compositions comprising combinations of the disclosed peptides and/or proteins for use in the immunoassays described herein.

Abstract: Systems, components, methods, and algorithms for generating template information are described. a computer-implemented method includes receiving microscope image data, detecting a feature in the microscope image data, receiving feature template data describing a grouping of features including the feature, detecting the grouping in the microscope image data based at least in part on the feature template data, generating template information describing the grouping, and outputting the template information.

Abstract: Disclosed herein are scientific instrument support systems, as well as related methods, computing devices, and computer-readable media. For example, in some embodiments, a scientific instrument support apparatus may include: first logic to receive, from a charged particle microscope, a microscopy image of a sample; second logic to generate a first processed image by processing the microscopy image through a general machine-learning model trained using a plurality of previously processed microscopy images; third logic to retrain the general machine-learning model with a related microscopy image, wherein the related microscopy image includes a label of an object related to the sample and the related microscopy image is not included in the plurality of previously processed microscopy images; and fourth logic to generate a second processed image, different from the first processed image, by processing the microscopy image through the retrained general machine-learning model.

Abstract: An improved device and system for facilitating polymerase chain reaction including a light source, detector, waveguide, and filters that occupy minimal space and facilitate detection of stationary samples, reduced sample read time, and simultaneous reading of multiple light wavelengths.

Abstract: The invention provides a method of diagnosing Non-Alcoholic Steatohepatitis (NASH) and/or the hepatic fibrosis status of a subject, especially a subject afflicted with Non-alcoholic fatty liver disease (NAFLD) or NASH, based on the level of only three or more particular biomarkers. The invention further provides a kit suitable for performing said method and the use of said method and methods of treating patients diagnosed in accordance with the disclosed methods.