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公开(公告)号:US12019006B2
公开(公告)日:2024-06-25
申请号:US18139721
申请日:2023-04-26
Applicant: Becton, Dickinson and Company
Inventor: Jonathan Lin , Keegan Owsley , David A. Roberts
IPC: G01N15/1429 , G01N15/10 , G01N15/14 , G01N15/1404 , G01N15/149 , G06F18/213 , G06F18/23
CPC classification number: G01N15/1429 , G01N15/1456 , G01N15/1459 , G06F18/213 , G06F18/23 , G01N2015/1006 , G01N2015/1402 , G01N15/1404 , G01N2015/1477 , G01N2015/1488 , G01N15/149
Abstract: Disclosed herein include systems, devices, computer readable media, and methods for subsampling flow cytometric event data. First and second flow cytometric event data can be transformed into a lower-dimensional space, associated with a plurality of bins, and assigned to a first bin and a second bin. Subsampled flow cytometric event data comprising the first flow cytometric event data can be generated. The subsampled flow cytometric event data can comprise the second flow cytometric event data if the first bin and the second bin are different. The subsampled flow cytometric event data may not comprise the second flow cytometric event data if the first bin and the second bin are identical.
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公开(公告)号:US20230258551A1
公开(公告)日:2023-08-17
申请号:US18139721
申请日:2023-04-26
Applicant: Becton, Dickinson and Company
Inventor: Jonathan Lin , Keegan Owsley , David A. Roberts
IPC: G01N15/14 , G06F18/23 , G06F18/213
CPC classification number: G01N15/1429 , G01N15/1456 , G01N15/1459 , G06F18/23 , G06F18/213 , G01N2015/149 , G01N2015/1402 , G01N15/1404 , G01N2015/1477 , G01N2015/1488 , G01N2015/1006
Abstract: Disclosed herein include systems, devices, computer readable media, and methods for subsampling flow cytometric event data. First and second flow cytometric event data can be transformed into a lower-dimensional space, associated with a plurality of bins, and assigned to a first bin and a second bin. Subsampled flow cytometric event data comprising the first flow cytometric event data can be generated. The subsampled flow cytometric event data can comprise the second flow cytometric event data if the first bin and the second bin are different. The subsampled flow cytometric event data may not comprise the second flow cytometric event data if the first bin and the second bin are identical.
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3.
公开(公告)号:US20220091017A1
公开(公告)日:2022-03-24
申请号:US17403105
申请日:2021-08-16
Applicant: Becton, Dickinson and Company
Inventor: Peter Mage , Lingjie Wei , Peter Johnson , David A. Roberts , Keegan Owsley
IPC: G01N15/14
Abstract: Aspects of the present disclosure include methods for determining baseline noise of a photodetector (e.g., in a light detection system of a particle analyzer). Methods according to certain embodiments include irradiating a sample having particles in a flow stream, detecting light with the photodetector from the irradiated flow stream, generating data signals from the detected light and calculating a moving average mean squared error of the generated data signals to determine the baseline of the photodetector. Systems (e.g., particle analyzers) having a light source and a light detection system that includes a photodetector for practicing the subject methods are also described. Integrated circuits and non-transitory computer readable storage medium are also provided.
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公开(公告)号:US11927522B2
公开(公告)日:2024-03-12
申请号:US17160989
申请日:2021-01-28
Applicant: Becton, Dickinson and Company
Inventor: David A. Roberts , Lingjie Wei , Peter Mage
CPC classification number: G01N15/1429 , G01N21/6428 , G01N2015/149 , G01N2021/6439
Abstract: Aspects of the present disclosure include methods for adjusting a particle classification index in response to one or more saturated data signals from light detected from particles in a flow stream. Methods according to certain embodiments include detecting light from particles in a flow stream; generating a plurality of data signals from the detected light; identifying one or more saturated data signals; generating a saturated signal index that corresponds to the identified saturated data signals; and applying the saturated signal index to a particle classification index to generate an adjusted particle classification index. In some embodiments, methods include determining one or more parameters of a particle (e.g., for use in a particle sort decision) by calculating an adjusted spectral unmixing matrix for the fluorescence of the particle that excludes one or more saturated data signals. Systems and integrated circuit devices (e.g., a field programmable gate array) for practicing the subject methods are also provided. Non-transitory computer readable storage mediums are also described.
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公开(公告)号:US20180357798A1
公开(公告)日:2018-12-13
申请号:US16005087
申请日:2018-06-11
Applicant: Becton, Dickinson and Company
Inventor: Christopher J. Wolf , David A. Roberts
IPC: G06T11/20 , G06F17/30 , G06F3/0484 , G01N15/14
CPC classification number: G01N15/1431 , G01N15/10 , G01N15/1425 , G01N15/1436 , G01N21/6428 , G01N21/645 , G01N2015/1006 , G01N2015/1081 , G01N2015/1402 , G01N2015/149 , G01N2201/12 , G06F3/04842 , G06F17/30324 , G06F17/30994 , G06F17/30997 , G06T11/206
Abstract: Systems and methods that provide a multitude of new ways to interact with the data are provided. One purpose of index sort analysis may be to visualize where particular cells are in the plate device and on the bi-variate plots. The user can ‘select’ particular cell events either by clicking on the plate wells or by clicking and selecting an area of interest on the plots. The corresponding selection of cell events may then then be coordinated to maintain a consistent representation of the events on visualizations (e.g., one or more user interfaces).
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6.
公开(公告)号:US12235201B2
公开(公告)日:2025-02-25
申请号:US17403105
申请日:2021-08-16
Applicant: Becton, Dickinson and Company
Inventor: Peter Mage , Lingjie Wei , Peter Johnson , David A. Roberts , Keegan Owsley
IPC: G01N15/10 , G01N15/14 , G01N15/1429 , G01N21/64 , G01N15/149
Abstract: Aspects of the present disclosure include methods for determining baseline noise of a photodetector (e.g., in a light detection system of a particle analyzer). Methods according to certain embodiments include irradiating a sample having particles in a flow stream, detecting light with the photodetector from the irradiated flow stream, generating data signals from the detected light and calculating a moving average mean squared error of the generated data signals to determine the baseline of the photodetector. Systems (e.g., particle analyzers) having a light source and a light detection system that includes a photodetector for practicing the subject methods are also described. Integrated circuits and non-transitory computer readable storage medium are also provided.
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公开(公告)号:US20240280465A1
公开(公告)日:2024-08-22
申请号:US18434335
申请日:2024-02-06
Applicant: Becton, Dickinson and Company
Inventor: David A. Roberts , Lingjie Wei , Peter Ludington Mage
IPC: G01N15/1429 , G01N15/149 , G01N21/64
CPC classification number: G01N15/1429 , G01N21/6428 , G01N15/149 , G01N2021/6439
Abstract: Aspects of the present disclosure include methods for adjusting a particle classification index in response to one or more saturated data signals from light detected from particles in a flow stream. Methods according to certain embodiments include detecting light from particles in a flow stream; generating a plurality of data signals from the detected light; identifying one or more saturated data signals; generating a saturated signal index that corresponds to the identified saturated data signals; and applying the saturated signal index to a particle classification index to generate an adjusted particle classification index. In some embodiments, methods include determining one or more parameters of a particle (e.g., for use in a particle sort decision) by calculating an adjusted spectral unmixing matrix for the fluorescence of the particle that excludes one or more saturated data signals. Systems and integrated circuit devices (e.g., a field programmable gate array) for practicing the subject methods are also provided. Non-transitory computer readable storage mediums are also described.
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8.
公开(公告)号:US11761879B2
公开(公告)日:2023-09-19
申请号:US17406944
申请日:2021-08-19
Applicant: Becton, Dickinson and Company
Inventor: Christopher J. Wolf , David A. Roberts
CPC classification number: G01N15/1429 , G01N15/1459 , G01N2015/1006
Abstract: Aspects of the present disclosure include methods for processing and displaying multi-channel spectral histograms. Methods according to certain embodiments include obtaining a histogram of cytometric data for a sample, wherein the cytometric data comprises measurements from particles irradiated in the sample flowing in a flow stream, generating the representation of the histogram by encoding the histogram, the encoding comprising: assigning a color to each histogram value in the representation of the histogram, and duplicating each color corresponding to each histogram value in the representation of the histogram a predetermined number of times, and using the representation of the histogram for displaying the histogram. Systems for practicing the subject methods are also provided. Non-transitory computer readable storage mediums are also described.
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公开(公告)号:US20220317018A1
公开(公告)日:2022-10-06
申请号:US17845294
申请日:2022-06-21
Applicant: Becton, Dickinson and Company
Inventor: Jonathan Lin , Keegan Owsley , David A. Roberts
Abstract: Disclosed herein include systems, devices, computer readable media, and methods for subsampling flow cytometric event data. First and second flow cytometric event data can be transformed into a lower-dimensional space, associated with a plurality of bins, and assigned to a first bin and a second bin. Subsampled flow cytometric event data comprising the first flow cytometric event data can be generated. The subsampled flow cytometric event data can comprise the second flow cytometric event data if the first bin and the second bin are different. The subsampled flow cytometric event data may not comprise the second flow cytometric event data if the first bin and the second bin are identical.
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10.
公开(公告)号:US20220107260A1
公开(公告)日:2022-04-07
申请号:US17406944
申请日:2021-08-19
Applicant: Becton, Dickinson and Company
Inventor: Christopher J. Wolf , David A. Roberts
IPC: G01N15/14
Abstract: Aspects of the present disclosure include methods for processing and displaying multi-channel spectral histograms. Methods according to certain embodiments include obtaining a histogram of cytometric data for a sample, wherein the cytometric data comprises measurements from particles irradiated in the sample flowing in a flow stream, generating the representation of the histogram by encoding the histogram, the encoding comprising: assigning a color to each histogram value in the representation of the histogram, and duplicating each color corresponding to each histogram value in the representation of the histogram a predetermined number of times, and using the representation of the histogram for displaying the histogram. Systems for practicing the subject methods are also provided. Non-transitory computer readable storage mediums are also described.
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