Abstract: A short-wave infrared photothermal (SWIP) microscopy system and method for vibrational imaging of a sample generates shortwave infrared excitation light probe light. The excitation light and the probe light are combined to generate a combined beam, which is focused to generate a focused combined beam, which is directed onto the sample to obtain a SWIP signal generated by absorption-induced thermo-optic selective heating of the sample. The SWIP signal is collected through an aperture in a condenser and detected.

Abstract: Described herein are ENPP1 inhibitors and pharmaceutical compositions comprising said inhibitors. The subject compounds and compositions are useful for the treatment of a disease or disorder associated with ENPP1.

Abstract: Microscopic analysis of a sample includes a fluorescent dye disposed within the sample. A mid-IR optical source generates a mid-infrared beam, which is directed onto the sample to induce a temperature change by absorption of the mid-infrared beam. An optical source generates a probe beam directed to impinge on the sample. A detector detects fluorescent emissions from the sample when the probe beam impinges on the sample. A data acquisition and processing system acquires and processes the detected fluorescent emissions from the sample to: (i) generate a signal indicative of infrared absorption by the sample, (ii) generate a signal indicative of temperature in the sample based on the signal indicative of infrared absorption by the sample, (iii) generate an image of the sample using the signal indicative of temperature in the sample.

Abstract: An integrated platform system that employ a series of machine learning techniques and prediction and detection units that can process input data and extract and generate meaningful insights and predictions therefrom. The system integrates together multiple different data storage types and applications that generates data of different types, and an associated processing system for processing the different data types, store the data in a common data model to normalize the data, determine the data lineage of the data, and then process the data using different types of techniques. The data can also be processed by a prediction unit for generating meaningful insights and predictions or by an anomaly detection unit for detecting one or more anomalies in the data.

Abstract: A stimulated Raman photothermal (SRP) microscope for imaging a sample. A first optical source omits an intensity-modulated pump beam. A second optical source omits an intensity-modulated Stokes beam. The Stokes beam is combined with the pump beam to form a combined beam. The combined beam is directed to the sample to induce a thermal effect caused by the stimulated Raman process. A third optical source emits a probe beam, the probe beam is directed to the sample. An optical detector detects modulation of the probe beam after modulation by the sample to measure an SRP signal.

Abstract: A wide-field bond-selective optical coherence tomography (OCT) system and method for imaging a sample includes generating infrared light and directing the infrared light onto the sample to selectively heat the sample. Probe light is also directed onto the sample. A first actuator provides sample depth scanning with respect to a first objective in a reference arm of the system, and a second actuator provides sample depth scanning with respect to a second objective in a sample arm of the system. A detection system receives scattered probe light reflected from the sample. A change in the received probe light from the sample that is indicative of absorption of infrared light.

Abstract: A wide-field microscopy system and method for imaging a sample include directing infrared light onto the sample to selectively heat the sample. Probe light is also directed onto the sample. An objective collects the probe light after it interacts with the sample. The collected probe light is detected at a detector. A relative distance between the objective and sample is adjusted to introduce an optical defocus enhancement to enhance detection of a change in detected probe light that is indicative of infrared absorption by the sample.

Abstract: The disclosure provides for compounds and methods for modulating or inhibiting glutaminyl-peptide cyclotransferase-like protein (QPCTL). In one aspect, described herein are compounds of Formulas (I), (Ia), (Ib), (Iaa), (Iab), (Iba), (Ibb), (II), (IIa), (IIb), (IIaa) (IIab), (IIba), and (IIbb), stereoisomer thereof, or salts or solvates thereof. Further provided herein are methods of treating a disease or a condition comprising administering a compound of Formula (I), (Ia), (Ib), (Iaa), (Iab), (Iba), (Ibb), (II), (IIa), (IIb), (IIaa) (IIab), (IIba), or (IIbb), a stereoisomer thereof, or a salt or solvate thereof.

Abstract: Microscopic analysis of a sample includes a fluorescent dye disposed within the sample. A mid-IR optical source generates a mid-infrared beam, which is directed onto the sample to induce a temperature change by absorption of the mid-infrared beam. An optical source generates a probe beam directed to impinge on the sample. A detector detects fluorescent emissions from the sample when the probe beam impinges on the sample. A data acquisition and processing system acquires and processes the detected fluorescent emissions from the sample to: (i) generate a signal indicative of infrared absorption by the sample, (ii) generate a signal indicative of temperature in the sample based on the signal indicative of infrared absorption by the sample, (iii) generate an image of the sample using the signal indicative of temperature in the sample.

Abstract: Microscopic analysis of a sample includes a system using dark-field illumination. A mid-IR optical source generates a mid-infrared beam, which is directed onto the sample to induce a temperature change by absorption of the mid-infrared beam. A visible light source generates a light illuminating the sample on a substrate and creating a scattered field and a reflected field along a collection path of the system. A pupil mask is positioned along the collection path to block the reflected field while allowing the scattered field to pass therethrough. A camera is positioned at an end of the collection path to collect the scattered field and generate a dark-field image of the sample.

Abstract: The present application provides a model gradient update method and device, for use in improving the accuracy of model training. A central server repeatedly executes a gradient update process until a stop condition is satisfied. One gradient update process comprises: receiving first gradients respectively sent by multiple nodes, the first gradients being obtained by each node using sample data to train a model to be trained of the node one or more times; obtaining a second gradient one the basis of the multiple first gradients and the probability of each node in the present gradient update process, the probability of each node in the present gradient update process being determined by an Actor-Critic network one the basis of the probability of each node in the last gradient update process; and sending the second gradient to the multiple nodes, respectively.

Abstract: Provided are TNIK and/or MAP4K4 kinases inhibitors for the treatment of disease. In one aspect, disclosed herein are kinase inhibitors having a structure of Formulas (A), (A*), (I), (II), (AA), (B), (C), (D), (B*), (C*) and (D*). Further described herein are pharmaceutical composition comprising these compounds and methods of using these compounds. In one aspect, disclosed herein are methods of treating a disease or condition by administering the kinases inhibitors described herein.

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: Described herein are KAT6A inhibitors of Formula (Ia) and pharmaceutical compositions comprising said inhibitors.

Abstract: Methods of the present invention comprise photoinactivation of catalase in combination with low-concentration peroxide solutions and/or ROS generating agents to provide antibacterial effects.

Abstract: An example microscope includes a pump laser for providing a first illumination to a sample. A laser array provides a second illumination to the sample. The laser array may include a plurality of laser elements, each providing oblique illuminations to the sample. An illumination collecting source collects the first illumination and the second illumination from the sample. The illumination collecting source may capture transient 3D refractive index (RI) variations in the sample due to the first illumination and second illumination.

Abstract: Disclosed is an assay for determining resistance in a target cell or tissue to a therapy associated with cellular stress using chemical microscopy and high-throughput single cell analysis to determine functional metabolic alteration, including determining metabolic reprogramming in a target cell or tissue to a therapy associated with cellular stress, and methods of using the assays.

Abstract: A stimulated Raman photothermal (SRP) microscope for imaging a sample. A first optical source omits an intensity-modulated pump beam. A second optical source omits an intensity-modulated Stokes beam. The Stokes beam is combined with the pump beam to form a combined beam. The combined beam is directed to the sample to induce a thermal effect caused by the stimulated Raman process. A third optical source emits a probe beam, the probe beam is directed to the sample. An optical detector detects modulation of the probe beam after modulation by the sample to measure an SRP signal.