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公开(公告)号：WO2020003150A3
公开(公告)日：2020-01-02
申请号：PCT/IB2019/055385
申请日：2019-06-26
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： ASENDORF, Nicholas A. , SCHUMACHER, Jennifer F. , AFRIDI, Muhammad Jamal , NAYAR, Himanshu , GOLNARI, Golshan
Abstract: Systems and methods for detecting/identifying novel material samples are provided. A test sample image is processed with a trained transformation function to obtain a transformed matrix. A measure of similarity of the test image based on the transformed matrix is compared to a threshold to determine whether the test sample is novel to a batch of material samples that are provided to train the transformation function.
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2.发明申请
公开(公告)号：WO2017180475A1
公开(公告)日：2017-10-19
申请号：PCT/US2017/026636
申请日：2017-04-07
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： STANKIEWICZ, Brian J. , ASENDORF, Nicholas A. , SCHUMACHER, Jennifer F. , PETERSON, Kelly S.
Abstract: A method of optimizing a query over a database, the method includes obtaining a set of data records from the database, the data records containing structured data and unstructured data documents, extracting the structured and unstructured data from the set of data records, transforming the structured and unstructured data into a vector that is an element of a weighted vector space, receiving a target data record containing structured and unstructured data, generating a target vector for the target data record, executing a similarity algorithm using the target vector and the weighted vector space generated by the collection of database records to provide a reduced number of data records that are most similar to the target data record, and executing a query against the reduced number of data records that are most similar to the target data record.
Abstract translation: 一种优化对数据库的查询的方法，所述方法包括从数据库获得一组数据记录，所述数据记录包含结构化数据和非结构化数据文档，从所述数据库中提取结构化和非结构化数据 将结构化和非结构化数据变换成作为加权矢量空间的元素的矢量，接收包含结构化和非结构化数据的目标数据记录，生成目标数据记录的目标矢量，使用相似度算法 目标向量和由数据库记录集合生成的加权向量空间，以提供与目标数据记录最相似的数据记录的数量减少，以及针对减少数量的数据记录执行查询，该数据记录与 目标数据记录。
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3.发明申请
公开(公告)号：WO2020170051A1
公开(公告)日：2020-08-27
申请号：PCT/IB2020/050607
申请日：2020-01-27
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Abstract: In some examples, a system for amplifying and quantifying a target organism present in a sample includes a detection device configured to amplify and detect a nucleic acid associated with the target organism. The detection device configured to receive a sample and to amplify nucleic acid in the sample over an amplification cycle. The detection device is configured to capture a data set including measurements of the nucleic acid collected during the amplification cycle. The system further includes a computing device configured to receive the data set and to apply a machine learning system to the data set. The machine learning system is trained to estimate a quantity of the target organism present in the sample based on the measurements in the data set.
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公开(公告)号：WO2018178822A1
公开(公告)日：2018-10-04
申请号：PCT/IB2018/051954
申请日：2018-03-22
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： SCHUMACHER, Jennifer F. , SNYDER, James B. , ASENDORF, Nicholas A.
Abstract: Systems and methods for authenticating material samples are provided. Digital images of the samples are processed to extract computer-vision features, which are used to train a classification algorithm. The computer-vision features of a test sample are evaluated by the trained classification algorithm to identify the test sample.
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公开(公告)号：WO2018128976A1
公开(公告)日：2018-07-12
申请号：PCT/US2018/012048
申请日：2018-01-02
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： ZABEL, Matthew T. , BARTON, Roger W. , TAGHVAEEYAN, Saber , ARTHUR, Jonathan B. , BELL, Christine S. , SANGARI, Arash , ASENDORF, Nicholas A. , MUNOZ, Timothy F. , THORNEY, Keith T.
Abstract: This disclosure provides systems and methods for monitoring respiratory parameters of a person (e.g., a user). In some examples, a system for respiratory monitoring includes a sensor and a computing device. The sensor monitors at least one respiratory related parameter. The computing device is connected to the sensor. The computing device includes a processor. The processor receives a feature vector having a plurality of features, each respective feature associated with a respective respiratory related parameter. The processor also receives from the sensor the at least one respective respiratory related parameter. The processor determines a first breathing state based on the feature vector.
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Patent Agency Ranking
公开(公告)号：WO2017079012A1
公开(公告)日：2017-05-11
申请号：PCT/US2016/058980
申请日：2016-10-27
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： STANKIEWICZ, Brian J. , SCHUMACHER, Jennifer F. , BROOKS, Brian E. , ASENDORF, Nicholas A. , PETERSON, Kelly S.
Abstract: A computer-implemented method of evaluating a plurality of protocols associated with a medical context includes receiving, with a computer system, an indication of a medical context item corresponding to a medical context, accessing, with the computer system, a digital library including a plurality of protocols associated with the medical context, assigning, with the computer system, predictive outcomes to one or more of plurality of protocols, selecting, with the computer system, one of the plurality of protocols associated with the medical context based upon the assigned predictive outcomes, and storing, with the computer system within a database, an indication the selected protocol is assigned to the medical context item.
Abstract translation: 用于评估与医学背景相关联的多个协议的计算机实现的方法包括利用计算机系统接收对应于医学背景的医学背景项目的指示，利用计算机 系统，数字图书馆，所述数字图书馆包括与所述医学背景相关联的多个协议;与所述计算机系统一起为多个协议中的一个或多个分配预测结果;利用所述计算机系统选择与所述多个协议 基于所分配的预测结果的医疗背景，并且将计算机系统存储在数据库内，将所选协议分配给医疗背景项目的指示。
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公开(公告)号：WO2019106474A1
公开(公告)日：2019-06-06
申请号：PCT/IB2018/059014
申请日：2018-11-15
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： ASENDORF, Nicholas A. , SCHUMACHER, Jennifer F. , LORENTZ, Robert D. , SNYDER, James B. , GOLNARI, Golshan , AFRIDI, Muhammad Jamal
Abstract: Systems and methods for authenticating material samples are provided. Digital images of the samples are processed to extract computer-vision features, which are used to train a classification algorithm along with location and optional time information. The extracted features/information of a test sample are evaluated by the trained classification algorithm to identify the test sample. The results of the evaluation are used to track and locate counterfeits or authentic products.
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公开(公告)号：WO2017079047A1
公开(公告)日：2017-05-11
申请号：PCT/US2016/059315
申请日：2016-10-28
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： STANKIEWICZ, Brian J. , SCHUMACHER, Jennifer F. , BROOKS, Brian E. , ASENDORF, Nicholas A. , PETERSON, Kelly S.
IPC: G06Q50/00
Abstract: A method of evaluating a plurality of patient protocols associated with a medical context, the method including, with a computer system, accessing a database including medical information for a plurality of patients associated with the medical context items. For each of the patients, the medical information includes an indication that one of the patient protocols is associated with the patient. The method further includes, with the computer system, evaluating each of the patient protocols based on medical information associated with patients within a patient population, the patient population representing a subset of the patients, to estimate an efficacy of each of the patient protocols for the patient population, and identifying the patient population represents a low-efficacy patient population based on the efficacy estimates for the patient population. The method further includes storing, within the database, an indication that the patient population represents the low-efficacy patient population.
Abstract translation: 一种评估与医学背景相关联的多个患者协议的方法，所述方法包括利用计算机系统访问数据库，所述数据库包括与所述医学背景项目相关联的多个患者的医疗信息。 对于每个患者，医疗信息包括患者协议之一与患者相关的指示。 该方法还包括利用计算机系统基于与患者群体内的患者相关联的医疗信息来评估每个患者方案，患者群体代表患者的子集，以估计每个患者方案对于 患者人群和鉴定患者群体代表基于患者群体的功效估计的低效率患者群体。 该方法还包括在数据库内存储患者群代表低效率患者群的指示。
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公开(公告)号：WO2020234718A1
公开(公告)日：2020-11-26
申请号：PCT/IB2020/054617
申请日：2020-05-15
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
IPC: G16B25/20 , C12Q1/6848 , C12Q1/689
Abstract: In some examples, a system for detecting inhibition of a biological assay includes a detection device configured to amplify and detect a target nucleic acid. The detection device is configured to receive a sample comprising a matrix and a quantity of the target nucleic acid and to amplify the target nucleic acid within the sample over a nucleic acid amplification cycle. The detection device is configured to capture a data set including measurements of the nucleic acid collected during the amplification cycle. The system further includes a computing device configured to receive the data set and to apply a machine-learning system to the data set to detect inhibited biological assays that tested negative for the target nucleic acid due to matrix inhibition.
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公开(公告)号：WO2020003150A2
公开(公告)日：2020-01-02
申请号：PCT/IB2019/055385
申请日：2019-06-26
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： ASENDORF, Nicholas A. , SCHUMACHER, Jennifer F. , AFRIDI, Muhammad Jamal , NAYAR, Himanshu , GOLNARI, Golshan
Abstract: Systems and methods for detecting/identifying novel material samples are provided. A test sample image is processed with a trained transformation function to obtain a transformed matrix. A measure of similarity of the test image based on the transformed matrix is compared to a threshold to determine whether the test sample is novel to a batch of material samples that are provided to train the transformation function.
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