Abstract: A non-transitory computer readable medium (107, 127) stores instructions readable and executable by at least one electronic processor (101, 113) to: retrieve, based on a query for a current service case, a plurality of the historical service case records (130) for historical service cases; rank the retrieved historical case service records to generate a ranked list (134) of historical service cases; extract service actions from the historical service case records for the ranked list of historical cases; recommend a plurality of recommended service actions for the current service case based on the service actions extracted from the historical service case records for the ranked list of historical service cases; and display, on a display device (105) of a remote electronic processing device (102) operable by a service engineer, a user interface (UI) (136) having user-selectable windows for displaying the ranked list of historical service cases and the recommended service actions.

Abstract: Methods may include detaching a battery pack adhered to a substrate by a multilayer composition, including: heating the multilayer composition to a detachment temperature above 60° C. the multilayer composition comprising one or more thermoplastic primer layers having a transition temperature in the range of 60° C. to 120° C., and one or more thermoset adhesive layers; and separating one or more layers of the multilayer composition to detach the battery pack from the substrate, wherein the substrate has a surface energy of 35 dynes/cm or greater.

Abstract: The present disclosure provides a Ginkgo biloba ketone ester bulk drug. The present disclosure further provides a method for preparing Ginkgo biloba ketone ester bulk drug and use thereof. The present disclosure provides a Ginkgo biloba ketone ester and a preparation method thereof. Through optimized preparation operations and conditions, high-quality Ginkgo biloba ketone ester bulk drug can be obtained. Compared with the Ginkgo biloba ketone ester prepared by traditional methods, the Ginkgo biloba ketone ester of the present disclosure has stable quality, low unqualified rate, and good consistency of different batches of bulk drugs.

Abstract: A method (100) of automated identification of one or more malfunction areas of a set (S) of malfunction areas for a service case in which a medical device (12) is serviced includes: generating an output probability vector (40) of probabilities for the set of malfunction areas of the medical device by operations including applying at least one classifier (42, 46) to at least one of (1) text descriptions of parts ordered for the service case and/or (2) a text description of the service case; and displaying a list (56) of one or more most probable malfunction areas for the service case wherein the one or more most probable malfunction areas are the one or more most malfunction areas of the set of malfunction areas having highest probability in the output probability vector.

Abstract: A ginkgo biloba ketone ester capsule is provided, which is prepared by mixing ginkgo biloba ketone ester raw materials and excipients, granulating and filling into capsules. The ginkgo biloba ketone ester capsule, based on a loading weight of each capsule being 0.2 g, meets the following conditions: 1) a content of rutin is less than or equal to 1.60 mg/capsule; 2) a content of quercetin is less than or equal to 0.160 mg/capsule; 3) a content of bilobalide is 1.04-2.08 mg/capsule; 4) a content of ginkgolide J is 0.04-0.20 mg/capsule; 5) a residual content of ethanol is less than or equal to 0.2 mg/capsule; 6) a content of biflavonoids is less than or equal to 0.008 mg/capsule, the biflavonoids include Amentoflavone, Bilobetin, and Ginkgetin; and 7) a content of Genistin is 0, and a content of ginkgolide M is 0.

Abstract: Methods of manufacturing memory devices are provided. The methods improve the quality of a selectively deposited silicon-containing dielectric layer. The method comprises selectively depositing a silicon-containing dielectric layer in a recessed region of a film stack. The selectively deposited silicon-containing dielectric layer is then exposed to a high-density plasma and annealed at a temperature greater than 800° C. to provide a silicon-containing dielectric film having a wet etch rate of less than 4 ?/min.

Abstract: A non-transitory computer readable medium (26) stores instructions executable by at least one electronic processor (20) to perform a medical device servicing method (100) for a medical device (12), including: deriving a representation (36) of abase diagnostic procedure for diagnosing a malfunction of the medical device from one or more service manuals (32); analyzing historical service records (34) to extract diagnostic procedures applied in historical service cases for diagnosing the malfunction of the medical device; adding the extracted diagnostic procedures to the representation of the base diagnostic procedure to generate an updated representation (40) of the base diagnostic procedure; calculating likelihood of success scores (42) for each path of the updated representation of the base diagnostic procedure based on statistics of outcomes of the historical service cases; and outputting the updated representation of the base diagnostic procedure on an electronic processing device (18) operable by a service

Abstract: A non-transitory computer readable medium (107, 111) stores instructions executable by at least one electronic processor (101, 113) to perform a call intake method (200). The method includes receiving caller-provided information describing an issue related to a functioning of a medical device from the caller; retrieving device log data automatically generated by the medical device; determining scores for diagnostic tests (132) of a set of diagnostic tests for diagnosing the issue with the medical device wherein the scores are determined based on the retrieved device log data and the caller-provided information; and outputting, on a display device (105) of a service engineer (SE) electronic device (102) operable by the SE, a ranked list (142) of one or more recommended diagnostic tests of the set of diagnostic tests based on the scores.

Abstract: Proposed are concepts pertaining to aiding fault diagnosis through the consideration of the relevance of different log files to a fault. In particular, embodiments of the invention propose generating predicted relevance scores for different log files, and/or content contained therein. The most relevant log file(s), or parts thereof, may then be prioritized for provision to an engineer, for example.

Abstract: A mechanism for generating a technical description of a fault of a medical imaging device. A questionnaire for a respondent is tailored based on at least a user profile of the respondent. The response of the respondent to the questionnaire is used to identify features of the fault, which is in turn used to generate and output the fault description.

Abstract: A non-transitory computer readable medium (107, 127) stores data related to medical imaging devices (120) generated from log files (132) from the medical imaging devices; and instructions readable and executable by at least one electronic processor (101, 113) to: retrieve, based on a query received for a current service case, log data from the log files of the medical imaging device for which the current service case is to be performed including at least operational data of the medical imaging device related to the current service case to be performed; generate, from the retrieved log data, at least a subset of the operational data for the current service case to be provided to a maintenance provider; and provide, on a display device (105) of an electronic processing device (102) operable by the maintenance provider, a user interface (UI) (140) displaying information about the current service case.

Abstract: Provided herein are integrin inhibitors, compositions thereof, and methods of their uses. Crystalline forms of salts of the inhibitors are also described, along with methods of preparing the crystalline forms. X-ray powder diffraction data, thermogravimetric analysis, and differential scanning calorimetry data are provided for the crystalline forms. The integrin inhibitors are useful for treatment of, inter alia, fibrotic diseases.

Abstract: Methods of manufacturing memory devices are provided. The methods improve the quality of a selectively deposited silicon-containing dielectric layer. The method comprises selectively depositing a silicon-containing dielectric layer in a recessed region of a film stack. The selectively deposited silicon-containing dielectric layer is then exposed to a high-density plasma and annealed at a temperature greater than 800 ° C. to provide a silicon-containing dielectric film having a wet etch rate of less than 4 ?/min.

Abstract: A reverse-jet swirl pulverized coal burner with multi-stage recirculations includes a pre-combustion housing, a primary coal-air structure, a rich-lean output structure, an inner secondary air structure, and an outer secondary air structure. The pre-combustion housing has a pre-combustion chamber and a housing outlet. The primary coal-air structure is configured to separate a primary coal-air flow into a fuel-rich coal-air flow and a fuel-lean coal-air flow. The rich-lean output structure is configured to output the fuel-lean coal-air flow and block the fuel-rich coal-air flow to make the fuel-rich coal-air flow reversely flow to the pre-combustion chamber. The inner secondary air structure is configured to introduce an inner secondary air into the pre-combustion chamber, thereby forming a first-stage recirculation zone in the pre-combustion chamber and forming a second-stage recirculation zone. The outer secondary air structure is configured to form a third-stage recirculation zone at the housing outlet.

Abstract: In an example embodiment, a model is trained to specifically identify reversal points in data and then to rank these reversal points in order of importance. A reversal point shall be defined as a point in which a particular metric, specifically a first order derivative, crosses over from positive to negative or vice-versa. Users are more likely to be interested in abnormal and significant changes in data, and thus the machine-learned model is trained to evaluate a reversal point based on two dimensions: abnormality and significance.

Abstract: The present application discloses a high-toughness ultrahigh-strength steel and a manufacturing method thereof, and belongs to the technical field of metal materials. The present application is intended to solve the problem that the existing low-alloy ultrahigh-strength steel has poor toughness and poor hardenability. The high-toughness ultrahigh-strength steel includes the following elements in mass percentages: C: 0.27% to 0.35%; Si: 1.10% to 1.70%; Mn: 0.70% to 1.10%; Cr: 1.00% to 1.40%; Ni: 0.10% to 0.50%; Mo: 0.05% to 0.50%; W: 0.05% to 0.10%; Nb: 0.01% to 0.04%; and iron and unavoidable impurities: the balance. The high-toughness ultrahigh-strength steel of the present application has excellent strength, toughness and hardenability.

Abstract: Disclosed are crystalline forms of the compound of the following structure (I): or a sulfate salt, a hemi-sulfate salt, or a hydrogen sulfate salt thereof, or a hydrate thereof. Also disclosed are sulfate salts, hemi-sulfate salts, and hydrogen sulfate salts of the compound of formula (I), and hydrates thereof.

Abstract: Disclosed herein are crystalline forms of 2-(4-(4-(aminomethyl)-1-oxo-1,2-dihydrophthalazin-6-yl)-1-methyl-1H-pyrazol-5-yl)-4-chloro-6-cyclopropoxy-3-fluorobenzonitrile free base, pharmaceutically acceptable compositions comprising these crystalline forms, and methods for using these crystalline forms.

Abstract: Provided herein are integrin inhibitors, compositions thereof, and methods of their uses. Crystalline forms of salts of the inhibitors are also described, along with methods of preparing the crystalline forms. X-ray powder diffraction data, thermogravimetric analysis, and differential scanning calorimetry data are provided for the crystalline forms. The integrin inhibitors are useful for treatment of, inter alia, fibrotic diseases.

Abstract: A service records system (100) includes at least one computer (102, 111) programmed to implement a service records management system (110) for storing and viewing a service record (136) pertaining to a medical imaging device (120). The service records management system includes a service record entry system (128) configured to receive and store: content entries storing content describing servicing of the medical imaging device, and control entries storing executable code (130); and a service record viewer (129) configured to display the content stored in the content entries and to control the service record viewer by executing the executable code stored in the control entries.