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    Large data management

    Large data management is the organization, administration, and governance behind large volumes of structured and unstructured data. It ensures a high level of data quality and accessibility for intelligence and analyses applications.

    Webinars

    • FEB 23, 2022 | 6:00 AM
      Autoantibodies as Biomarkers in Immuno-oncology
      Autoantibodies as Biomarkers in Immuno-oncology
      Cancer still accounts for nearly 1 in every 4 deaths worldwide. New immunotherapies have the power to induce durable responses in patients with fatal cancers, but only a small percentage of...
      Speaker: Hans-Dieter Zucht, PhD
      Presented at: Drug Discovery & Development Virtual Event Series 2022
      Sponsored By: Luminex - A DiaSorin Company
      10
      JAN 13, 2022 | 9:00 AM
      Discovering the FDA-cleared Acuitas AMR Gene Panel: Building a Case for Clinical Utility
      Discovering the FDA-cleared Acuitas AMR Gene Panel: Building a...
      Date: January 13, 2022 Time: 09:00am (PST), 12:00pm (EST) Recently, the Infectious Disease Society of America released guidance on how to approach treatment of infections caused by multidrug...
      Speaker: Trish Simner , Dr. Stefan Riedel, MD, PhD
      Sponsored By: OpGen
      13 1
      NOV 30, 2021 | 7:00 AM
      A Fast and Reliable Method for SARS-CoV-2 Wastewater Surveillance
      A Fast and Reliable Method for SARS-CoV-2 Wastewater Surveillance
      Date: November 30, 2021 Time: 7:00am (PDT), 10:00am (EDT) Wastewater Surveillance programs for SARS-CoV-2 are being implemented by health authorities globally. Many laboratories are currentl...
      Speaker: Subhanjan Mondal , Carlotta Olivero
      Sponsored By: Promega
      8 1
      NOV 03, 2021 | 12:00 PM
      Treatment of Co-Occurring Methamphetamine and Opioid Use Disorders
      Treatment of Co-Occurring Methamphetamine and Opioid Use Disorders
      Stimulants are the drivers of the fourth wave of the US drug overdose epidemic. Although most national attention and resources have been targeted at combating opioid use due to the surge of...
      Speaker: Mariah M. Kalmin, PhD
      Presented at: Opioid Crisis Virtual Event Series 2021
      0
      NOV 02, 2021 | 11:00 AM
      Explore methods for more efficient molecular cloning and strain engineering applications
      Explore methods for more efficient molecular cloning and strain...
      Date: Novermber 2, 2021 Time: 11:00am (PDT), 1:00pm (EDT) Fossil fuels such as coal, petroleum, and natural gas are currently the gold standard of meeting our energy needs. High levels of fo...
      Speaker: Dwayne Carter
      Sponsored By: Molecular Devices
      6
      OCT 28, 2021 | 7:00 AM
      Quality Controlling Your Flow Cytometry Data for Improved Experimental Outcomes
      Quality Controlling Your Flow Cytometry Data for Improved Experimental...
      Date: September 16, 2021 Time: 7:00am (PDT), 10:00am (EDT) High-dimensional flow cytometry generates a wealth of data. Computational approaches can help to simplify the complexity of large d...
      Speaker: Enrico Lugli, PhD , Bob Balderas, MBA
      Sponsored By: BD Biosciences
      10
      OCT 05, 2021 | 7:00 AM
      Resolving Challenges in Flow Cytometry Panel Design
      Resolving Challenges in Flow Cytometry Panel Design
      Date: October 05, 2021 Time: 7:00am (PDT), 10:00am (EDT) After new users become familiar with flow cytometry instrumentation and learn how to set up the instrument and acquire data, the next...
      Speaker: Michael Kapinsky, PhD , Matthew Goff
      Sponsored By: Beckman Coulter Life Sciences
      13 1
      SEP 21, 2021 | 8:00 PM
      Can Definitive Drug Screening Become Routine? Automation and Data Management Challenges
      Can Definitive Drug Screening Become Routine? Automation and Data...
      Date: September 21, 2021 Time: 8:00pm (PDT), 11:00pm (EDT) While definitive LC-MS/MS methods are well established in confirmatory testing protocols, drug screening is still performed by pres...
      Speaker: Thomas Rosano
      Sponsored By: Waters Corporation
      1
      SEP 21, 2021 | 7:00 AM
      Can Definitive Drug Screening Become Routine? Automation and Data Management Challenges
      Can Definitive Drug Screening Become Routine? Automation and Data...
      Date: September 21, 2021 Time: 8:00am (PDT), 11:00am (EDT) While definitive LC-MS/MS methods are well established in confirmatory testing protocols, drug screening is still performed by pres...
      Speaker: Thomas Rosano
      Sponsored By: Waters Corporation
      5 4
      AUG 25, 2021 | 9:00 AM
      Keynote Presentations: Current and Future Directions of the NIH BRAIN Initiative
      Keynote Presentations: Current and Future Directions of the NIH...
      The increasing burden of neurological disorders as our population ages, together with the high personal and societal costs of mental and substance use disorders, underscores the need for new...
      Speaker: John J. Ngai, PhD , Mohammad M. Ghassemi, PhD , Susan Wright, PhD , Grace Peng, PhD , Hsiao Yu (Christina) Fang, PhD , James Gnadt, PhD
      Presented at: Neuroscience Virtual Event Series 2021
      1
      AUG 25, 2021 | 9:00 AM
      Keeping up with the chemists - Cloud processing for pharma cryo-EM
      Keeping up with the chemists - Cloud processing for pharma cryo-EM
      Date: August 25, 2021 Time: 9:00am PDT During this interactive webinar you can ask questions, get answers, and engage with Taiana De Oliveira from AstraZeneca, Steven Litster, Brian Skjerven...
      Speaker: Taiana Maia de Oliveira , Steve Litster , Brian Skjerven , Natalie White , Ieva Drulyte, PhD
      Presented at: Thermo Fisher Scientific - Electron Microscopy Webinars
      Sponsored By: Thermo Fisher Scientific
      9
      AUG 11, 2021 | 11:00 AM
      Effective PCT Implementation Strategies  Reduce Unnecessary Testing While Improving Outcomes: How to be an Expert!
      Effective PCT Implementation Strategies Reduce Unnecessary Testing...
      Date: August 11, 2021 Time: 8:00am (PDT), 11:00am (EDT) Procalcitonin (PCT) is a biomarker widely used to assess the risk of bacterial infection and to aid in antibiotic stewardship in patie...
      Speaker: Mike Broyles
      Sponsored By: Thermo Fisher Scientific
      12
      JUN 16, 2021 | 8:00 AM
      Simplicity that defies complexity - the MACSimaâ„¢ Platform for ultrahigh-content imaging
      Simplicity that defies complexity - the MACSimaâ„¢ Platform for...
      Date: June 16, 2021 Time: 8:00am PDT The MACSima™ Imaging Platform is the only complete solution for ultrahigh-content imaging of hundreds of markers, allowing you to understand the tu...
      Speaker: Dr. Ali Kinkhabwala , Dr. Markus Habich
      Sponsored By: Miltenyi Biotec
      7
      JUN 15, 2021 | 9:00 AM
      HbA1c: The Hidden Factors - Biological Interferences
      HbA1c: The Hidden Factors - Biological Interferences
      Date: June 15, 2021 Time: 9:00am PDT HbA1c is routinely used in the clinical laboratory to diagnose and monitor diabetes mellitus. Many methods have been standardized to provide precise and...
      Speaker: John Higgins , David Sacks
      Sponsored By: Sebia, Inc.
      47 2
      JUN 10, 2021 | 8:10 AM
      Transforming Proteomics Data Analysis with AI for Deeper, More Confident and Comprehensive Results
      Transforming Proteomics Data Analysis with AI for Deeper, More...
      Mass spectrometry-based proteomics is a powerful technique for the analyses of thousands of proteins, fueling biomarker research and drug discovery. With the rich complex data from each prec...
      Speaker: Martin Frejno
      Presented at: Shaping the Future of LC-MS in Life Science Together
      1
      JUN 10, 2021 | 7:30 AM
      Opening Keynote: Trends in Life Science OMICS Research
      Opening Keynote: Trends in Life Science OMICS Research
      Cutting edge Omics research delivers biological knowledge that can revolutionize human health. Our collaborations with trusted and globally renowned partners and experts in OMICS research en...
      Speaker:
      Presented at: Shaping the Future of LC-MS in Life Science Together
      1
      MAY 27, 2021 | 8:00 AM
      Socially Distanced Experiments: The Importance of Single-Lab-Accessible Automation in Driving High-Quality Proteomics Research
      Socially Distanced Experiments: The Importance of Single-Lab-Accessible...
      Date: May 27, 2021 Time: 8:00am (PDT), 11:00am (EDT) With social distancing measures still enforced in large parts of the world, many researchers must minimize time in the lab where they may...
      Speaker: Chris Heger, Ph.D
      Sponsored By: ACD - A Bio-Techne Brand
      7 1
      MAY 20, 2021 | 6:00 AM
      Understanding and Managing Challenging Samples in your Laboratory
      Understanding and Managing Challenging Samples in your Laboratory
      Date: May 20, 2021 Time: 6:00am (PDT), 9:00am (EDT), 2:00pm (BST) In this webinar, Dr Rachel Marrington, Deputy Director, and Finlay MacKenzie, Director, at Birmingham Quality UK NEQAS, will...
      Speaker: Finlay MacKenzie , Dr. Rachel Marrington , Els Melis , Natalie Mullee
      Sponsored By: Ortho Clinical Diagnostics
      29
      MAY 11, 2021 | 1:30 PM
      The Lifecycle of Communicating the Science panel
      The Lifecycle of Communicating the Science panel
      ...
      Speaker: Thomas F. Babor, PhD, MPH , May Berenbaum, PhD , Holly Falk-Krzesinski, PhD , Moira Gunn, PhD , Jessica Miles, PhD
      Presented at: 5th Annual Vivian Pinn Symposium
      2
      APR 01, 2021 | 8:00 AM
      Develop High Quality Therapeutic Antibodies Straight From Selections in Record Time
      Develop High Quality Therapeutic Antibodies Straight From Selections...
      Date: April 01, 2021 Time: 8:00am (PST), 11:00am (EST) Generating therapeutic antibodies is far more challenging than obtaining antibodies that merely recognize their targets. Engineering po...
      Speaker: Andrew Bradbury, MD, PhD , Noah Ditto
      Sponsored By: Carterra
      3 1
      FEB 03, 2021 | 12:30 PM
      Optimizing High-Content Imaging of 3D Models for Drug Discovery
      Optimizing High-Content Imaging of 3D Models for Drug Discovery
      In vitro spheroid models are fast becoming the de facto standard for drug discovery applications, largely due to their human-like physiological and morphological characteristics, tissue-like...
      Speaker: Arvonn Tully , Judi Wardwell-Swanson
      Presented at: 7th Annual Conference: SBI2 High Content
      Sponsored By: SBI2, InSphero , Yokogawa
      11 10
      JAN 14, 2021 | 7:00 AM
      Cell Culture Bioprocess Scale-Up Workflow from Bench to Pilot/Production Scale using Single-Use Bioreactors
      Cell Culture Bioprocess Scale-Up Workflow from Bench to Pilot/Production...
      DATE: January 14, 2021 TIME: 7:00am PST Transferring a biologic candidate from the research and development phase to commercial production usually requires increasing the working volume...
      Speaker: Amanda Suttle , Dr. Ma Sha , Rich Mirro
      Presented at: Eppendorf Planet of Knowledge - A New Dimension
      Sponsored By: Eppendorf
      16 1
      DEC 04, 2020 | 8:00 AM
      Analytical Limitations of HbA1c: Factors to consider when choosing an HbA1c Methodology
      Analytical Limitations of HbA1c: Factors to consider when choosing...
      DATE: December 4th, 2020 TIME: 8:00am PT With many methods available for HbA1c testing, how do you choose a method that’s best for your laboratory? The incidence and prevalence of diab...
      Speaker: Kelly Doyle , Randie Little , David Sacks
      Sponsored By: Sebia, Inc.
      155 1
      DEC 03, 2020 | 9:00 AM
      Addressing The Challenges Of High Speed (500-10,000 fps) Scientific Imaging
      Addressing The Challenges Of High Speed (500-10,000 fps) Scientific...
      Date: December 3, 2020 Time: 9:00am (PDT), 12:00pm (EDT) Scientific cameras used in applications such as light sheet microscopy and calcium/voltage imaging put a large emphasis on high speed...
      Speaker: Dan Croucher, Ph.D. , Rachit Mohindra
      Sponsored By: Teledyne Photometrics
      9
    FEB 23, 2022 | 6:00 AM
    Autoantibodies as Biomarkers in Immuno-oncology
    Autoantibodies as Biomarkers in Immuno-oncology
    Cancer still accounts for nearly 1 in every 4 deaths worldwide. New immunotherapies have the power to induce durable responses in patients with fatal cancers, but only a small percentage of...
    Speaker: Hans-Dieter Zucht, PhD
    Presented at: Drug Discovery & Development Virtual Event Series 2022
    Sponsored By: Luminex - A DiaSorin Company
    10
    JAN 13, 2022 | 9:00 AM
    Discovering the FDA-cleared Acuitas AMR Gene Panel: Building a Case for Clinical Utility
    Discovering the FDA-cleared Acuitas AMR Gene Panel: Building a...
    Date: January 13, 2022 Time: 09:00am (PST), 12:00pm (EST) Recently, the Infectious Disease Society of America released guidance on how to approach treatment of infections caused by multidrug...
    Speaker: Trish Simner , Dr. Stefan Riedel, MD, PhD
    Sponsored By: OpGen
    13 1
    NOV 30, 2021 | 7:00 AM
    A Fast and Reliable Method for SARS-CoV-2 Wastewater Surveillance
    A Fast and Reliable Method for SARS-CoV-2 Wastewater Surveillance
    Date: November 30, 2021 Time: 7:00am (PDT), 10:00am (EDT) Wastewater Surveillance programs for SARS-CoV-2 are being implemented by health authorities globally. Many laboratories are currentl...
    Speaker: Subhanjan Mondal , Carlotta Olivero
    Sponsored By: Promega
    8 1
    NOV 03, 2021 | 12:00 PM
    Treatment of Co-Occurring Methamphetamine and Opioid Use Disorders
    Treatment of Co-Occurring Methamphetamine and Opioid Use Disorders
    Stimulants are the drivers of the fourth wave of the US drug overdose epidemic. Although most national attention and resources have been targeted at combating opioid use due to the surge of...
    Speaker: Mariah M. Kalmin, PhD
    Presented at: Opioid Crisis Virtual Event Series 2021
    0
    NOV 02, 2021 | 11:00 AM
    Explore methods for more efficient molecular cloning and strain engineering applications
    Explore methods for more efficient molecular cloning and strain...
    Date: Novermber 2, 2021 Time: 11:00am (PDT), 1:00pm (EDT) Fossil fuels such as coal, petroleum, and natural gas are currently the gold standard of meeting our energy needs. High levels of fo...
    Speaker: Dwayne Carter
    Sponsored By: Molecular Devices
    6
     
     
  • OCT 28, 2021 | 7:00 AM
    Quality Controlling Your Flow Cytometry Data for Improved Experimental Outcomes
    Quality Controlling Your Flow Cytometry Data for Improved Experimental...
    Date: September 16, 2021 Time: 7:00am (PDT), 10:00am (EDT) High-dimensional flow cytometry generates a wealth of data. Computational approaches can help to simplify the complexity of large d...
    Speaker: Enrico Lugli, PhD , Bob Balderas, MBA
    Sponsored By: BD Biosciences
    10
    OCT 05, 2021 | 7:00 AM
    Resolving Challenges in Flow Cytometry Panel Design
    Resolving Challenges in Flow Cytometry Panel Design
    Date: October 05, 2021 Time: 7:00am (PDT), 10:00am (EDT) After new users become familiar with flow cytometry instrumentation and learn how to set up the instrument and acquire data, the next...
    Speaker: Michael Kapinsky, PhD , Matthew Goff
    Sponsored By: Beckman Coulter Life Sciences
    13 1
    SEP 21, 2021 | 8:00 PM
    Can Definitive Drug Screening Become Routine? Automation and Data Management Challenges
    Can Definitive Drug Screening Become Routine? Automation and Data...
    Date: September 21, 2021 Time: 8:00pm (PDT), 11:00pm (EDT) While definitive LC-MS/MS methods are well established in confirmatory testing protocols, drug screening is still performed by pres...
    Speaker: Thomas Rosano
    Sponsored By: Waters Corporation
    1
    SEP 21, 2021 | 7:00 AM
    Can Definitive Drug Screening Become Routine? Automation and Data Management Challenges
    Can Definitive Drug Screening Become Routine? Automation and Data...
    Date: September 21, 2021 Time: 8:00am (PDT), 11:00am (EDT) While definitive LC-MS/MS methods are well established in confirmatory testing protocols, drug screening is still performed by pres...
    Speaker: Thomas Rosano
    Sponsored By: Waters Corporation
    5 4
    AUG 25, 2021 | 9:00 AM
    Keynote Presentations: Current and Future Directions of the NIH BRAIN Initiative
    Keynote Presentations: Current and Future Directions of the NIH...
    The increasing burden of neurological disorders as our population ages, together with the high personal and societal costs of mental and substance use disorders, underscores the need for new...
    Speaker: John J. Ngai, PhD , Mohammad M. Ghassemi, PhD , Susan Wright, PhD , Grace Peng, PhD , Hsiao Yu (Christina) Fang, PhD , James Gnadt, PhD
    Presented at: Neuroscience Virtual Event Series 2021
    1
     
     
  • AUG 25, 2021 | 9:00 AM
    Keeping up with the chemists - Cloud processing for pharma cryo-EM
    Keeping up with the chemists - Cloud processing for pharma cryo-EM
    Date: August 25, 2021 Time: 9:00am PDT During this interactive webinar you can ask questions, get answers, and engage with Taiana De Oliveira from AstraZeneca, Steven Litster, Brian Skjerven...
    Speaker: Taiana Maia de Oliveira , Steve Litster , Brian Skjerven , Natalie White , Ieva Drulyte, PhD
    Presented at: Thermo Fisher Scientific - Electron Microscopy Webinars
    Sponsored By: Thermo Fisher Scientific
    9
    AUG 11, 2021 | 11:00 AM
    Effective PCT Implementation Strategies  Reduce Unnecessary Testing While Improving Outcomes: How to be an Expert!
    Effective PCT Implementation Strategies Reduce Unnecessary Testing...
    Date: August 11, 2021 Time: 8:00am (PDT), 11:00am (EDT) Procalcitonin (PCT) is a biomarker widely used to assess the risk of bacterial infection and to aid in antibiotic stewardship in patie...
    Speaker: Mike Broyles
    Sponsored By: Thermo Fisher Scientific
    12
    JUN 16, 2021 | 8:00 AM
    Simplicity that defies complexity - the MACSimaâ„¢ Platform for ultrahigh-content imaging
    Simplicity that defies complexity - the MACSimaâ„¢ Platform for...
    Date: June 16, 2021 Time: 8:00am PDT The MACSima™ Imaging Platform is the only complete solution for ultrahigh-content imaging of hundreds of markers, allowing you to understand the tu...
    Speaker: Dr. Ali Kinkhabwala , Dr. Markus Habich
    Sponsored By: Miltenyi Biotec
    7
    JUN 15, 2021 | 9:00 AM
    HbA1c: The Hidden Factors - Biological Interferences
    HbA1c: The Hidden Factors - Biological Interferences
    Date: June 15, 2021 Time: 9:00am PDT HbA1c is routinely used in the clinical laboratory to diagnose and monitor diabetes mellitus. Many methods have been standardized to provide precise and...
    Speaker: John Higgins , David Sacks
    Sponsored By: Sebia, Inc.
    47 2
    JUN 10, 2021 | 8:10 AM
    Transforming Proteomics Data Analysis with AI for Deeper, More Confident and Comprehensive Results
    Transforming Proteomics Data Analysis with AI for Deeper, More...
    Mass spectrometry-based proteomics is a powerful technique for the analyses of thousands of proteins, fueling biomarker research and drug discovery. With the rich complex data from each prec...
    Speaker: Martin Frejno
    Presented at: Shaping the Future of LC-MS in Life Science Together
    1
     
     
  • JUN 10, 2021 | 7:30 AM
    Opening Keynote: Trends in Life Science OMICS Research
    Opening Keynote: Trends in Life Science OMICS Research
    Cutting edge Omics research delivers biological knowledge that can revolutionize human health. Our collaborations with trusted and globally renowned partners and experts in OMICS research en...
    Speaker:
    Presented at: Shaping the Future of LC-MS in Life Science Together
    1
    MAY 27, 2021 | 8:00 AM
    Socially Distanced Experiments: The Importance of Single-Lab-Accessible Automation in Driving High-Quality Proteomics Research
    Socially Distanced Experiments: The Importance of Single-Lab-Accessible...
    Date: May 27, 2021 Time: 8:00am (PDT), 11:00am (EDT) With social distancing measures still enforced in large parts of the world, many researchers must minimize time in the lab where they may...
    Speaker: Chris Heger, Ph.D
    Sponsored By: ACD - A Bio-Techne Brand
    7 1
    MAY 20, 2021 | 6:00 AM
    Understanding and Managing Challenging Samples in your Laboratory
    Understanding and Managing Challenging Samples in your Laboratory
    Date: May 20, 2021 Time: 6:00am (PDT), 9:00am (EDT), 2:00pm (BST) In this webinar, Dr Rachel Marrington, Deputy Director, and Finlay MacKenzie, Director, at Birmingham Quality UK NEQAS, will...
    Speaker: Finlay MacKenzie , Dr. Rachel Marrington , Els Melis , Natalie Mullee
    Sponsored By: Ortho Clinical Diagnostics
    29
    MAY 11, 2021 | 1:30 PM
    The Lifecycle of Communicating the Science panel
    The Lifecycle of Communicating the Science panel
    ...
    Speaker: Thomas F. Babor, PhD, MPH , May Berenbaum, PhD , Holly Falk-Krzesinski, PhD , Moira Gunn, PhD , Jessica Miles, PhD
    Presented at: 5th Annual Vivian Pinn Symposium
    2
    APR 01, 2021 | 8:00 AM
    Develop High Quality Therapeutic Antibodies Straight From Selections in Record Time
    Develop High Quality Therapeutic Antibodies Straight From Selections...
    Date: April 01, 2021 Time: 8:00am (PST), 11:00am (EST) Generating therapeutic antibodies is far more challenging than obtaining antibodies that merely recognize their targets. Engineering po...
    Speaker: Andrew Bradbury, MD, PhD , Noah Ditto
    Sponsored By: Carterra
    3 1
     
     
  • FEB 03, 2021 | 12:30 PM
    Optimizing High-Content Imaging of 3D Models for Drug Discovery
    Optimizing High-Content Imaging of 3D Models for Drug Discovery
    In vitro spheroid models are fast becoming the de facto standard for drug discovery applications, largely due to their human-like physiological and morphological characteristics, tissue-like...
    Speaker: Arvonn Tully , Judi Wardwell-Swanson
    Presented at: 7th Annual Conference: SBI2 High Content
    Sponsored By: SBI2, InSphero , Yokogawa
    11 10
    JAN 14, 2021 | 7:00 AM
    Cell Culture Bioprocess Scale-Up Workflow from Bench to Pilot/Production Scale using Single-Use Bioreactors
    Cell Culture Bioprocess Scale-Up Workflow from Bench to Pilot/Production...
    DATE: January 14, 2021 TIME: 7:00am PST Transferring a biologic candidate from the research and development phase to commercial production usually requires increasing the working volume...
    Speaker: Amanda Suttle , Dr. Ma Sha , Rich Mirro
    Presented at: Eppendorf Planet of Knowledge - A New Dimension
    Sponsored By: Eppendorf
    16 1
    DEC 04, 2020 | 8:00 AM
    Analytical Limitations of HbA1c: Factors to consider when choosing an HbA1c Methodology
    Analytical Limitations of HbA1c: Factors to consider when choosing...
    DATE: December 4th, 2020 TIME: 8:00am PT With many methods available for HbA1c testing, how do you choose a method that’s best for your laboratory? The incidence and prevalence of diab...
    Speaker: Kelly Doyle , Randie Little , David Sacks
    Sponsored By: Sebia, Inc.
    155 1
    DEC 03, 2020 | 9:00 AM
    Addressing The Challenges Of High Speed (500-10,000 fps) Scientific Imaging
    Addressing The Challenges Of High Speed (500-10,000 fps) Scientific...
    Date: December 3, 2020 Time: 9:00am (PDT), 12:00pm (EDT) Scientific cameras used in applications such as light sheet microscopy and calcium/voltage imaging put a large emphasis on high speed...
    Speaker: Dan Croucher, Ph.D. , Rachit Mohindra
    Sponsored By: Teledyne Photometrics
    9
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