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    Data Analysis

    Data Analysis: is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.

    Webinars

    • OCT 13, 2021 | 7:00 AM
      Session 2: Simple steps to publication-quality western blots
      Session 2: Simple steps to publication-quality western blots
      Date: October 13, 2021 Time: 7:00am (PDT), 10:00am (EDT) Western blot analysis is a method widely used in the lab today because of its versatility in detecting and measuring specific target...
      Speaker: Caleb Shearrow
      Presented at: Webinar series: Simple steps to publication-quality western blots
      Sponsored By: Thermo Fisher Scientific
      31 1
      OCT 06, 2021 | 9:00 AM
      Antibody titration for flow cytometric analysis of Extracellular Vesicles: Are cell based protocols up to the task?
      Antibody titration for flow cytometric analysis of Extracellular...
      Date: October 6, 2021 Time: 9:00am (PDT), 12:00pm (EDT) ANTIBODY TITRATION is critical to the success of any flow cytometry experiment. This is even more so in microflow cytometric analysis...
      Speaker: Desmond Pink, PhD
      Sponsored By: Miltenyi Biotec
      6 1
      SEP 29, 2021 | 10:00 AM
      Study design: How and when to use multiplexed immunofluorescence imaging in your research
      Study design: How and when to use multiplexed immunofluorescence...
      Date: September 29, 2021 Time: 10:00am (PDT), 1:00pm (EDT) Multiplexed tissue analysis is a powerful technique that allows comparisons of cell-type locations and cell-type interactions withi...
      Speaker: Melinda Angus-Hill Ph.D.
      Sponsored By: Leica Microsystems
      5
      SEP 23, 2021 | 8:00 AM
      Automated surveillance for deep characterization of the tumor microenvironment using ultra-high content imaging
      Automated surveillance for deep characterization of the tumor...
      Date: September 23, 2021 Time: 8:00am (PDT), 11:00am (EDT) The tumor microenvironment (TME) comprises complex cellular and structural features. The processes and interactions within the TME...
      Speaker: Dr. Telma Santos , Dr. Nizar Yousif
      Sponsored By: Miltenyi Biotec
      3 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
      SEP 08, 2021 | 12:00 AM
      Translating Pharmacomicrobiomics: From Microbiome Cloud Uncertainty to Pharmaceutical and Clinical Application(s)
      Translating Pharmacomicrobiomics: From Microbiome Cloud Uncertainty...
      The Human Microbiome Project was conceived almost 15 years ago, as an extension of the Human Genome Project, to explore the diversity of human-associated microorganisms at multiple body site...
      Speaker: Ramy K. Aziz, PhD
      Presented at: Microbiology Week Virtual Event Series 2021
      1
      AUG 25, 2021 | 7:00 AM
      Automation-aided targeted genotyping with Allegro for maize breeding: a case study of QTL analysis with MAGIC mapping populations
      Automation-aided targeted genotyping with Allegro for maize breeding:...
      Date: August 25, 2021 Time: 7:00am PDT DreamPrep NGS is a complete solution that combines the Fluent® Automation Workstation, the Infinite® F Nano+ plate reader and Tecan Genomics&rsq...
      Speaker: Dr. Davide Scaglione , Leonardo Caproni, PhD
      Sponsored By: Tecan
      4
      AUG 25, 2021 | 12:00 AM
      Can Deep Learning Produce a General Model of Natural Sound Encoding by Auditory Cortex?
      Can Deep Learning Produce a General Model of Natural Sound Encoding...
      Recent advances in machine learning have shown that deep neural networks (DNNs) can provide powerful and flexible models of neural sensory processing. In the auditory system, standard linear...
      Speaker: Stephen V. David, Ph.D.
      Presented at: Neuroscience Virtual Event Series 2021
      3
      JUL 29, 2021 | 9:00 AM
      Expanded Carrier Screening Research in the Genomic Era
      Expanded Carrier Screening Research in the Genomic Era
      Date: July 29, 2021 Time: 1:00am (PDT), 4:00am (EDT) Traditionally limited to a small number of phenotypes and mutations suggested to specific risk groups, the emerging field of genomics i...
      Speaker: Dr. Doron Behar, MD, PhD
      Sponsored By: Thermo Fisher Scientific
      7
      JUL 15, 2021 | 9:00 AM
      Veranome Webinar Series:  Highly Multiplexed Analysis of Mouse Neural Tissues
      Veranome Webinar Series: Highly Multiplexed Analysis of Mouse...
      Date: July 15, 2021 Time: 9:00am (PDT), 12:00pm (EDT) The Pisces workflow robust, easy-to-use, end-to-end multi-omics solution for highly multiplexed targeted Spatial RNA analysis. VeranomeB...
      Speaker: Brian Hilbush, Ph.D.
      Sponsored By: Veranome Biosystems
      9
      JUL 15, 2021 | 8:00 AM
      The Good, the Bad and the Ugly of 45 color panel design: Building to higher dimensional flow cytometry while maintaining biological resolution
      The Good, the Bad and the Ugly of 45 color panel design: Building...
      Date: July 15, 2021 Time: 8:00am (PDT), 11:00am (EDT) High dimensional full spectrum flow cytometry grants unprecedented access to previously unattainable parameters in cellular biology. Flu...
      Speaker: Seddon Thomas
      Sponsored By: Thermo Fisher Scientific
      7 2
      JUN 29, 2021 | 10:00 AM
      Approaches for Rapid Genomic Surveillance to Identify SARS-CoV-2 Variants
      Approaches for Rapid Genomic Surveillance to Identify SARS-CoV-2...
      Date: June 29, 2021 Time: 10:00am (PDT), 1:00pm (EDT) SARS-CoV-2 continues to evolve and surveillance of variants is a necessity. Routine analysis of genetic sequence data allows the identif...
      Speaker: Donna Wolk, MHA, PhD, D(ABMM)
      Sponsored By: Diasorin
      16
      JUN 16, 2021 | 11:00 AM
      Implementation of a High-Throughput Wastewater SARS-CoV-2 Detection Method: Providing Actionable Data to your County or Campus
      Implementation of a High-Throughput Wastewater SARS-CoV-2 Detection...
      Date: June 16, 2021 Time: 11:00am (PDT), 2:00pm (EDT) Large-scale wastewater surveillance can be used to help communities monitor infection dynamics for SARS-CoV-2. Wide-spread implementatio...
      Speaker: Smruthi Karthikeyan, PhD
      Sponsored By: Ceres Nanosciences
      10
      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 08, 2021 | 10:00 AM
      Researching Early Detection of Ovarian and Endometrial Cancer using High Sensitivity Genomic Assays
      Researching Early Detection of Ovarian and Endometrial Cancer...
      Date: June 8, 2021 Time: 10:00am (PDT), 1:00pm (EDT) Most deaths from ovarian and endometrial cancer are due to high-grade subtypes that metastasize before they are detectable by available...
      Speaker: Lucy Gilbert, MD, MSc, FRCOG , Ioannis Ragoussis, Ph.D.
      Sponsored By: Agilent
      20
      JUN 08, 2021 | 8:00 AM
      Antigen-specific CD4 T cell responses in humans: SARS-CoV-2 and beyond
      Antigen-specific CD4 T cell responses in humans: SARS-CoV-2 and...
      Date: June 08, 2021 Time: 08:00am (PDT) COVID-19 displays high clinical variability, but what determines its severity is unclear. Analysis of antigen-specific T cell responses has contribu...
      Speaker: Prof. Dr. Alexander Scheffold , Felix Eppler, PhD
      Sponsored By: Miltenyi Biotec
      15
      JUN 02, 2021 | 10:00 AM
      Recent advances for simultaneous analysis to determine embryo PGT-A and PGT-M status with NGS
      Recent advances for simultaneous analysis to determine embryo...
      Date: June 2, 2021 Time: 10:00am PDT Preimplantation genetic testing (PGT) is typically performed on a limited number of cells from an embryo biopsy and is used to prioritize embryos for tra...
      Speaker: Cengiz Cinnioglu, PhD
      Sponsored By: Thermo Fisher Scientific
      13
      MAY 27, 2021 | 11:00 AM
      Planning to Succeed - How and where standardization can improve your microbiome studies
      Planning to Succeed - How and where standardization can improve...
      Date: May 27, 2021 Time: 11:00am PDT, 2:00pm EDT Microbiome studies often suffer from issues that recent technological advances can solve easily. In this seminar, we will walk through planni...
      Speaker: Dr. Julia Cope, PhD.
      Sponsored By: Mawi DNA Technologies
      7 3
      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 11, 2021 | 10:00 AM
      Secure Your Next Great Discovery
      Secure Your Next Great Discovery
      Date: May 11, 2021 Time: 10:00zm PDT Your samples are some of the most valuable assets in the laboratory. After spending countless hours on extraction and preparation, your conclusions could...
      Speaker: Paulina Kocjan , Kate Meola , Zareh Zurabyan
      Presented at: Eppendorf Planet of Knowledge - A New Dimension
      Sponsored By: Eppendorf
      8
      APR 29, 2021 | 10:00 AM
      Quantitative western blotting analysis: tips, considerations, and streamlining analysis using Invitrogen iBright Analysis Software
      Quantitative western blotting analysis: tips, considerations,...
      Date: April 29, 2021 Time: 10:00am PDT Western blotting is a fundamental application used in life science research to better understand target proteins and their function in complex systems....
      Speaker: Janaki Narahari, Ph.D.
      Sponsored By: Thermo Fisher Scientific
      5
      APR 27, 2021 | 7:00 AM
      High Resolution Imaging of Zebrafish at Nano and Millimeter Scale
      High Resolution Imaging of Zebrafish at Nano and Millimeter Scale
      Date: April 27, 2021 Time: 7:00am (PDT), 11:00am (EDT) Visualization is an important step to address complex biological questions in vivo. The imaging process can widen the perspective of an...
      Speaker: Julien Resseguier , Claudia Florindo, PhD
      Sponsored By: Andor
      8
      APR 22, 2021 | 6:00 AM
      Panel Presentation: Powering the precision in "precision medicine" - The role of curated data, databases and knowledge: Does a gold standard exist?
      Panel Presentation: Powering the precision in "precision medicine"...
      As NGS panels grow, test interpretation becomes more complex and time-consuming / With the explosion of NGS data, the need for consolidated databases with reliable and transparent curation a...
      Speaker: Dominic John , Simon Forbes, PhD , Shawn Bauer , Lisa Barrow-Laing
      Presented at: Genetics Week Virtual Event Series 2021
      Sponsored By: QIAGEN
      2
    OCT 13, 2021 | 7:00 AM
    Session 2: Simple steps to publication-quality western blots
    Session 2: Simple steps to publication-quality western blots
    Date: October 13, 2021 Time: 7:00am (PDT), 10:00am (EDT) Western blot analysis is a method widely used in the lab today because of its versatility in detecting and measuring specific target...
    Speaker: Caleb Shearrow
    Presented at: Webinar series: Simple steps to publication-quality western blots
    Sponsored By: Thermo Fisher Scientific
    31 1
    OCT 06, 2021 | 9:00 AM
    Antibody titration for flow cytometric analysis of Extracellular Vesicles: Are cell based protocols up to the task?
    Antibody titration for flow cytometric analysis of Extracellular...
    Date: October 6, 2021 Time: 9:00am (PDT), 12:00pm (EDT) ANTIBODY TITRATION is critical to the success of any flow cytometry experiment. This is even more so in microflow cytometric analysis...
    Speaker: Desmond Pink, PhD
    Sponsored By: Miltenyi Biotec
    6 1
    SEP 29, 2021 | 10:00 AM
    Study design: How and when to use multiplexed immunofluorescence imaging in your research
    Study design: How and when to use multiplexed immunofluorescence...
    Date: September 29, 2021 Time: 10:00am (PDT), 1:00pm (EDT) Multiplexed tissue analysis is a powerful technique that allows comparisons of cell-type locations and cell-type interactions withi...
    Speaker: Melinda Angus-Hill Ph.D.
    Sponsored By: Leica Microsystems
    5
    SEP 23, 2021 | 8:00 AM
    Automated surveillance for deep characterization of the tumor microenvironment using ultra-high content imaging
    Automated surveillance for deep characterization of the tumor...
    Date: September 23, 2021 Time: 8:00am (PDT), 11:00am (EDT) The tumor microenvironment (TME) comprises complex cellular and structural features. The processes and interactions within the TME...
    Speaker: Dr. Telma Santos , Dr. Nizar Yousif
    Sponsored By: Miltenyi Biotec
    3 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
    SEP 08, 2021 | 12:00 AM
    Translating Pharmacomicrobiomics: From Microbiome Cloud Uncertainty to Pharmaceutical and Clinical Application(s)
    Translating Pharmacomicrobiomics: From Microbiome Cloud Uncertainty...
    The Human Microbiome Project was conceived almost 15 years ago, as an extension of the Human Genome Project, to explore the diversity of human-associated microorganisms at multiple body site...
    Speaker: Ramy K. Aziz, PhD
    Presented at: Microbiology Week Virtual Event Series 2021
    1
    AUG 25, 2021 | 7:00 AM
    Automation-aided targeted genotyping with Allegro for maize breeding: a case study of QTL analysis with MAGIC mapping populations
    Automation-aided targeted genotyping with Allegro for maize breeding:...
    Date: August 25, 2021 Time: 7:00am PDT DreamPrep NGS is a complete solution that combines the Fluent® Automation Workstation, the Infinite® F Nano+ plate reader and Tecan Genomics&rsq...
    Speaker: Dr. Davide Scaglione , Leonardo Caproni, PhD
    Sponsored By: Tecan
    4
    AUG 25, 2021 | 12:00 AM
    Can Deep Learning Produce a General Model of Natural Sound Encoding by Auditory Cortex?
    Can Deep Learning Produce a General Model of Natural Sound Encoding...
    Recent advances in machine learning have shown that deep neural networks (DNNs) can provide powerful and flexible models of neural sensory processing. In the auditory system, standard linear...
    Speaker: Stephen V. David, Ph.D.
    Presented at: Neuroscience Virtual Event Series 2021
    3
    JUL 29, 2021 | 9:00 AM
    Expanded Carrier Screening Research in the Genomic Era
    Expanded Carrier Screening Research in the Genomic Era
    Date: July 29, 2021 Time: 1:00am (PDT), 4:00am (EDT) Traditionally limited to a small number of phenotypes and mutations suggested to specific risk groups, the emerging field of genomics i...
    Speaker: Dr. Doron Behar, MD, PhD
    Sponsored By: Thermo Fisher Scientific
    7
     
     
  • JUL 15, 2021 | 9:00 AM
    Veranome Webinar Series:  Highly Multiplexed Analysis of Mouse Neural Tissues
    Veranome Webinar Series: Highly Multiplexed Analysis of Mouse...
    Date: July 15, 2021 Time: 9:00am (PDT), 12:00pm (EDT) The Pisces workflow robust, easy-to-use, end-to-end multi-omics solution for highly multiplexed targeted Spatial RNA analysis. VeranomeB...
    Speaker: Brian Hilbush, Ph.D.
    Sponsored By: Veranome Biosystems
    9
    JUL 15, 2021 | 8:00 AM
    The Good, the Bad and the Ugly of 45 color panel design: Building to higher dimensional flow cytometry while maintaining biological resolution
    The Good, the Bad and the Ugly of 45 color panel design: Building...
    Date: July 15, 2021 Time: 8:00am (PDT), 11:00am (EDT) High dimensional full spectrum flow cytometry grants unprecedented access to previously unattainable parameters in cellular biology. Flu...
    Speaker: Seddon Thomas
    Sponsored By: Thermo Fisher Scientific
    7 2
    JUN 29, 2021 | 10:00 AM
    Approaches for Rapid Genomic Surveillance to Identify SARS-CoV-2 Variants
    Approaches for Rapid Genomic Surveillance to Identify SARS-CoV-2...
    Date: June 29, 2021 Time: 10:00am (PDT), 1:00pm (EDT) SARS-CoV-2 continues to evolve and surveillance of variants is a necessity. Routine analysis of genetic sequence data allows the identif...
    Speaker: Donna Wolk, MHA, PhD, D(ABMM)
    Sponsored By: Diasorin
    16
    JUN 16, 2021 | 11:00 AM
    Implementation of a High-Throughput Wastewater SARS-CoV-2 Detection Method: Providing Actionable Data to your County or Campus
    Implementation of a High-Throughput Wastewater SARS-CoV-2 Detection...
    Date: June 16, 2021 Time: 11:00am (PDT), 2:00pm (EDT) Large-scale wastewater surveillance can be used to help communities monitor infection dynamics for SARS-CoV-2. Wide-spread implementatio...
    Speaker: Smruthi Karthikeyan, PhD
    Sponsored By: Ceres Nanosciences
    10
    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 08, 2021 | 10:00 AM
    Researching Early Detection of Ovarian and Endometrial Cancer using High Sensitivity Genomic Assays
    Researching Early Detection of Ovarian and Endometrial Cancer...
    Date: June 8, 2021 Time: 10:00am (PDT), 1:00pm (EDT) Most deaths from ovarian and endometrial cancer are due to high-grade subtypes that metastasize before they are detectable by available...
    Speaker: Lucy Gilbert, MD, MSc, FRCOG , Ioannis Ragoussis, Ph.D.
    Sponsored By: Agilent
    20
    JUN 08, 2021 | 8:00 AM
    Antigen-specific CD4 T cell responses in humans: SARS-CoV-2 and beyond
    Antigen-specific CD4 T cell responses in humans: SARS-CoV-2 and...
    Date: June 08, 2021 Time: 08:00am (PDT) COVID-19 displays high clinical variability, but what determines its severity is unclear. Analysis of antigen-specific T cell responses has contribu...
    Speaker: Prof. Dr. Alexander Scheffold , Felix Eppler, PhD
    Sponsored By: Miltenyi Biotec
    15
    JUN 02, 2021 | 10:00 AM
    Recent advances for simultaneous analysis to determine embryo PGT-A and PGT-M status with NGS
    Recent advances for simultaneous analysis to determine embryo...
    Date: June 2, 2021 Time: 10:00am PDT Preimplantation genetic testing (PGT) is typically performed on a limited number of cells from an embryo biopsy and is used to prioritize embryos for tra...
    Speaker: Cengiz Cinnioglu, PhD
    Sponsored By: Thermo Fisher Scientific
    13
    MAY 27, 2021 | 11:00 AM
    Planning to Succeed - How and where standardization can improve your microbiome studies
    Planning to Succeed - How and where standardization can improve...
    Date: May 27, 2021 Time: 11:00am PDT, 2:00pm EDT Microbiome studies often suffer from issues that recent technological advances can solve easily. In this seminar, we will walk through planni...
    Speaker: Dr. Julia Cope, PhD.
    Sponsored By: Mawi DNA Technologies
    7 3
    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 11, 2021 | 10:00 AM
    Secure Your Next Great Discovery
    Secure Your Next Great Discovery
    Date: May 11, 2021 Time: 10:00zm PDT Your samples are some of the most valuable assets in the laboratory. After spending countless hours on extraction and preparation, your conclusions could...
    Speaker: Paulina Kocjan , Kate Meola , Zareh Zurabyan
    Presented at: Eppendorf Planet of Knowledge - A New Dimension
    Sponsored By: Eppendorf
    8
    APR 29, 2021 | 10:00 AM
    Quantitative western blotting analysis: tips, considerations, and streamlining analysis using Invitrogen iBright Analysis Software
    Quantitative western blotting analysis: tips, considerations,...
    Date: April 29, 2021 Time: 10:00am PDT Western blotting is a fundamental application used in life science research to better understand target proteins and their function in complex systems....
    Speaker: Janaki Narahari, Ph.D.
    Sponsored By: Thermo Fisher Scientific
    5
    APR 27, 2021 | 7:00 AM
    High Resolution Imaging of Zebrafish at Nano and Millimeter Scale
    High Resolution Imaging of Zebrafish at Nano and Millimeter Scale
    Date: April 27, 2021 Time: 7:00am (PDT), 11:00am (EDT) Visualization is an important step to address complex biological questions in vivo. The imaging process can widen the perspective of an...
    Speaker: Julien Resseguier , Claudia Florindo, PhD
    Sponsored By: Andor
    8
    APR 22, 2021 | 6:00 AM
    Panel Presentation: Powering the precision in "precision medicine" - The role of curated data, databases and knowledge: Does a gold standard exist?
    Panel Presentation: Powering the precision in "precision medicine"...
    As NGS panels grow, test interpretation becomes more complex and time-consuming / With the explosion of NGS data, the need for consolidated databases with reliable and transparent curation a...
    Speaker: Dominic John , Simon Forbes, PhD , Shawn Bauer , Lisa Barrow-Laing
    Presented at: Genetics Week Virtual Event Series 2021
    Sponsored By: QIAGEN
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