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    Machine Learning

    Machine Learning: study of algorithms and statistical data. Used by computer systems to progressively improve their performance on a specific task.

    Webinars

    • JAN 20, 2022 | 8:00 AM
      Modernization of tissue-based, biomarker-led clinical research
      Modernization of tissue-based, biomarker-led clinical research
      Date: January 20, 2021 Time: 08:00am (PST), 11:00am (EST) Automated staining platforms and digital slide scanners have revolutionized tissue-based biomarker research by providing a powerful...
      Speaker: Dr Stephanie Craig
      Sponsored By: Leica Biosystems
      15 1
      OCT 13, 2021 | 10:30 AM
      Altered MicroRNA Expression in COVID-19 Patients Accurately Identifies of SARS-CoV-2 Infection
      Altered MicroRNA Expression in COVID-19 Patients Accurately Identifies...
      By examining the host response to SARS-CoV-2 infection we gain valuable insights into viral pathogenesis and COVID-19 progression. MicroRNAs (miRNAs), a class of small (18-22nt), non-coding...
      Speaker: Ryan Farr, PhD
      Presented at: Coronavirus Series
      Sponsored By: QIAGEN
      1
      SEP 09, 2021 | 7:00 AM
      Maximize your variant knowledge using the Human Gene Mutation Database (HGMD®) Professional
      Maximize your variant knowledge using the Human Gene Mutation...
      Date: September 9, 2021 Time: 7:00am (PDT), 10:00am (EDT) Founded and maintained by the Institute of Medical Genetics at Cardiff University in 1996, HGMD attempts to collate all known, publi...
      Speaker: Dr. Ruth Burton
      Sponsored By: QIAGEN
      3
      SEP 08, 2021 | 12:00 AM
      Machine Learning Approaches for Modeling Complex Community Dynamics
      Machine Learning Approaches for Modeling Complex Community Dynamics
      Computational or mathematical modeling generally refers to a mechanism-based formalism that help us test hypotheses, expand our understanding of a system, or make mechanism-aware predictions...
      Speaker: Nicholas Chia, PhD
      Presented at: Microbiology Week Virtual Event Series 2021
      0
      AUG 25, 2021 | 12:00 AM
      Mechanistic Models of Cognition: from Perception to Navigation to Semantic Development
      Mechanistic Models of Cognition: from Perception to Navigation...
      We will show how to combine large scale neural recordings and mechanistic neural network models to advance our conceptual understanding of how neural circuits mediate cognitive functions lik...
      Speaker: Surya Ganguli, PhD
      Presented at: Neuroscience Virtual Event Series 2021
      1
      AUG 25, 2021 | 12:00 AM
      Mine Your Own View: A New Self-Supervised Learning Approach for Building Stable Representations of Neural Activity
      Mine Your Own View: A New Self-Supervised Learning Approach for...
      Understanding how populations of neurons work together to represent stimuli, build percepts, and generate complex behaviors, is a fundamental challenge in neuroscience. To establish a link b...
      Speaker: Eva L. Dyer, PhD
      Presented at: Neuroscience Virtual Event Series 2021
      2
      AUG 25, 2021 | 12:00 AM
      Learning Electrical Connectomes of Neuropsychiatric Disorders and Behaviors
      Learning Electrical Connectomes of Neuropsychiatric Disorders...
      Targeted stimulation of the brain has the potential to treat mental illnesses but designing an appropriate protocol requires a multitude of choices. I will describe an approach to help desig...
      Speaker: David Carlson, PhD
      Presented at: Neuroscience Virtual Event Series 2021
      1
      AUG 25, 2021 | 12:00 AM
      Machine Learning Approaches to Characterizing and Interpreting Brain-wide Dynamics
      Machine Learning Approaches to Characterizing and Interpreting...
      The intrinsic activity of the brain is organized into networks and motifs that vary over time. To understand how coordinated macroscale patterns of intrinsic activity flow across the brain&r...
      Speaker: Shella Keilholz, Ph.D.
      Presented at: Neuroscience Virtual Event Series 2021
      1
      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
      JUN 22, 2021 | 10:00 AM
      Can AI powered diagnostics revolutionize antimicrobial stewardship? Machine learning based prediction of antimicrobial resistance (AMR) in short and long read sequencing data
      Can AI powered diagnostics revolutionize antimicrobial stewardship?...
      Date: June 22, 2021 Time: 10:00am (PDT), 1:00pm (EDT) Antimicrobial resistance (AMR) has emerged as one of the principal public health problems of the 21st century. It threatens the effectiv...
      Speaker: Dr. Arne Materna
      Sponsored By: OpGen, Inc.
      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
      APR 21, 2021 | 12:00 AM
      Flex Analysis: A Safe, Integrated and Flexible Approach to Non-Invasive Aneuploidy Analysis
      Flex Analysis: A Safe, Integrated and Flexible Approach to Non-Invasive...
      NGS Bioinformatics software has come of age. Our workflows need software solutions that don’t only carry out the correct calculations to give the correct results reliably and unambiguo...
      Speaker: Matthew C. Forman, PhD
      Presented at: Genetics Week Virtual Event Series 2021
      1
      APR 14, 2021 | 1:30 PM
      Automated Solutions for SARS-CoV-2 Variant Identification and Surveillance
      Automated Solutions for SARS-CoV-2 Variant Identification and...
      Several SARS-CoV-2 variants are circulating globally. The most prominent variants of concern, including the B.1.1.7, B.1.351 and B1.1.28 lineages, not only carry a constellation of genetic m...
      Speaker: Anthony Tong, PhD , Subodh Nimkar
      Presented at: Coronavirus Series
      Sponsored By: BGI Americas
      3
      APR 07, 2021 | 9:00 AM
      Keynote Presentation: Doing more with less - Maximizing Phase Appropriate DOE Strategies
      Keynote Presentation: Doing more with less - Maximizing Phase...
      One challenge pharmaceutical companies face, is moving promising biotherapeutic products into the clinic as fast as safely possible. Devoting the correct amount of time and resources to earl...
      Speaker: Patricia McNeill
      Presented at: Bioprocessing Virtual Event Series 2021
      Sponsored By: Roche Diagnostics
      1
      FEB 24, 2021 | 7:30 AM
      Keynote Presentation: The biomarker to companion diagnostic continuum: a road map for the delivery of precision medicine
      Keynote Presentation: The biomarker to companion diagnostic continuum:...
      Specific biomarker assays are included in an increasing number of drug labels, with uses ranging from prediction of adverse events to providing insights on efficacy for patient populations....
      Speaker: Steven M. Anderson, PhD
      Presented at: Drug Discovery & Development Virtual Event Series 2021
      2
      DEC 03, 2020 | 4:30 PM
      An Iterative Approach to Structure-based in silico to in vivo Development of Combinatorial Anti-SARS-CoV-2 Therapy
      An Iterative Approach to Structure-based in silico to in vivo...
      This drug development program is designed to create a family of broad-spectrum, pan-coronaviral drugs that respectively inhibit multiple key enzymes required for viral replication. By target...
      Speaker: Garth Ehrlich, PhD, FAAAS
      Presented at: Coronavirus Series
      5
      NOV 04, 2020 | 11:00 AM
      Developing flow-based analytical methods for gene-edited CAR-T programs: How to ensure an efficient transition from early research to clinical development
      Developing flow-based analytical methods for gene-edited CAR-T...
      DATE: November 4th, 2020 TIME: 11:00am PST As cell therapies become more complex, the need for robust analytical tools to characterize such products as they enter the clinic has increased in...
      Speaker: Aaron Edwards
      Sponsored By: Miltenyi Biotec
      6
      NOV 04, 2020 | 8:00 AM
      Overcoming barriers to productivity in HCS - An image-to-answer solution for biologists
      Overcoming barriers to productivity in HCS - An image-to-answer...
      Date: November 4, 2020 Time: 8:00am (PDT), 11:00am (EDT) High-content screening (HCS) is widely used for research in quantitative cellular biology and has proven to be a valuable tool in dru...
      Speaker: William Marshall , David Egan, PhD
      Sponsored By: Cytiva
      2
      OCT 21, 2020 | 12:00 AM
      Automated consistency analysis of metabolomic and proteomic data in interlaboratory studies
      Automated consistency analysis of metabolomic and proteomic data...
      As ‘omics research advances, separations data such as chromatograms and nuclear magnetic resonance (NMR) spectra are being used as direct inputs to machine-learning algorithms ranging...
      Speaker: Dr. David A. Sheen
      Presented at: Analytical Chemistry & Separation Sciences Virtual Event Series 2020
      1
      OCT 07, 2020 | 1:30 PM
      Artificial Intelligence in Digital Pathology
      Artificial Intelligence in Digital Pathology
      Join Branden Hopkinson, Product Marketing Manager at Visiopharm, who will talk about using AI classifiers to find patterns in your images and which artificial intelligence method will work b...
      Speaker: Branden Hopkinson, PhD
      Presented at: Cancer Research & Oncology Week Virtual Event Series 2020
      Sponsored By: Visiopharm®
      3
      SEP 30, 2020 | 12:00 AM
      Applying targeted long-read sequencing to assess an expanded repeat in C9orf72
      Applying targeted long-read sequencing to assess an expanded repeat...
      A repeat expansion in the C9orf72-SMCR8 complex subunit (C9orf72) represents the most common genetic cause of two fatal neurodegenerative diseases: frontotemporal dementia (FTD) and amyotrop...
      Speaker: Marka van Blitterswijk, MD, PhD
      Presented at: CRISPR Virtual Event Series 2020
      2
      SEP 30, 2020 | 12:00 AM
      An Automated Integrated Multiple Assay Platform utilizing CRISPR-based Transistors for CRISPR Quality Control Applications
      An Automated Integrated Multiple Assay Platform utilizing CRISPR-based...
      Learning Objectives: 1. Using an optics- and label-free approach to CRISPR research 2. Explain current approaches to selecting the most robust gRNA for CRISPR assays 3. The opportunities tha...
      Speaker: Kiana Aran, PhD
      Presented at: CRISPR Virtual Event Series 2020
      1
      SEP 23, 2020 | 11:00 AM
      Meet the Expert
      Meet the Expert
      ...
      Speaker: Keynote: Rebecca Ihrie, PhD
      Presented at: 9th Annual Fluidigm Mass Cytometry Virtual Summit
      1
    JAN 20, 2022 | 8:00 AM
    Modernization of tissue-based, biomarker-led clinical research
    Modernization of tissue-based, biomarker-led clinical research
    Date: January 20, 2021 Time: 08:00am (PST), 11:00am (EST) Automated staining platforms and digital slide scanners have revolutionized tissue-based biomarker research by providing a powerful...
    Speaker: Dr Stephanie Craig
    Sponsored By: Leica Biosystems
    15 1
    OCT 13, 2021 | 10:30 AM
    Altered MicroRNA Expression in COVID-19 Patients Accurately Identifies of SARS-CoV-2 Infection
    Altered MicroRNA Expression in COVID-19 Patients Accurately Identifies...
    By examining the host response to SARS-CoV-2 infection we gain valuable insights into viral pathogenesis and COVID-19 progression. MicroRNAs (miRNAs), a class of small (18-22nt), non-coding...
    Speaker: Ryan Farr, PhD
    Presented at: Coronavirus Series
    Sponsored By: QIAGEN
    1
    SEP 09, 2021 | 7:00 AM
    Maximize your variant knowledge using the Human Gene Mutation Database (HGMD®) Professional
    Maximize your variant knowledge using the Human Gene Mutation...
    Date: September 9, 2021 Time: 7:00am (PDT), 10:00am (EDT) Founded and maintained by the Institute of Medical Genetics at Cardiff University in 1996, HGMD attempts to collate all known, publi...
    Speaker: Dr. Ruth Burton
    Sponsored By: QIAGEN
    3
    SEP 08, 2021 | 12:00 AM
    Machine Learning Approaches for Modeling Complex Community Dynamics
    Machine Learning Approaches for Modeling Complex Community Dynamics
    Computational or mathematical modeling generally refers to a mechanism-based formalism that help us test hypotheses, expand our understanding of a system, or make mechanism-aware predictions...
    Speaker: Nicholas Chia, PhD
    Presented at: Microbiology Week Virtual Event Series 2021
    0
    AUG 25, 2021 | 12:00 AM
    Mechanistic Models of Cognition: from Perception to Navigation to Semantic Development
    Mechanistic Models of Cognition: from Perception to Navigation...
    We will show how to combine large scale neural recordings and mechanistic neural network models to advance our conceptual understanding of how neural circuits mediate cognitive functions lik...
    Speaker: Surya Ganguli, PhD
    Presented at: Neuroscience Virtual Event Series 2021
    1
     
     
  • AUG 25, 2021 | 12:00 AM
    Mine Your Own View: A New Self-Supervised Learning Approach for Building Stable Representations of Neural Activity
    Mine Your Own View: A New Self-Supervised Learning Approach for...
    Understanding how populations of neurons work together to represent stimuli, build percepts, and generate complex behaviors, is a fundamental challenge in neuroscience. To establish a link b...
    Speaker: Eva L. Dyer, PhD
    Presented at: Neuroscience Virtual Event Series 2021
    2
    AUG 25, 2021 | 12:00 AM
    Learning Electrical Connectomes of Neuropsychiatric Disorders and Behaviors
    Learning Electrical Connectomes of Neuropsychiatric Disorders...
    Targeted stimulation of the brain has the potential to treat mental illnesses but designing an appropriate protocol requires a multitude of choices. I will describe an approach to help desig...
    Speaker: David Carlson, PhD
    Presented at: Neuroscience Virtual Event Series 2021
    1
    AUG 25, 2021 | 12:00 AM
    Machine Learning Approaches to Characterizing and Interpreting Brain-wide Dynamics
    Machine Learning Approaches to Characterizing and Interpreting...
    The intrinsic activity of the brain is organized into networks and motifs that vary over time. To understand how coordinated macroscale patterns of intrinsic activity flow across the brain&r...
    Speaker: Shella Keilholz, Ph.D.
    Presented at: Neuroscience Virtual Event Series 2021
    1
    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
     
     
  • JUN 22, 2021 | 10:00 AM
    Can AI powered diagnostics revolutionize antimicrobial stewardship? Machine learning based prediction of antimicrobial resistance (AMR) in short and long read sequencing data
    Can AI powered diagnostics revolutionize antimicrobial stewardship?...
    Date: June 22, 2021 Time: 10:00am (PDT), 1:00pm (EDT) Antimicrobial resistance (AMR) has emerged as one of the principal public health problems of the 21st century. It threatens the effectiv...
    Speaker: Dr. Arne Materna
    Sponsored By: OpGen, Inc.
    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
    APR 21, 2021 | 12:00 AM
    Flex Analysis: A Safe, Integrated and Flexible Approach to Non-Invasive Aneuploidy Analysis
    Flex Analysis: A Safe, Integrated and Flexible Approach to Non-Invasive...
    NGS Bioinformatics software has come of age. Our workflows need software solutions that don’t only carry out the correct calculations to give the correct results reliably and unambiguo...
    Speaker: Matthew C. Forman, PhD
    Presented at: Genetics Week Virtual Event Series 2021
    1
    APR 14, 2021 | 1:30 PM
    Automated Solutions for SARS-CoV-2 Variant Identification and Surveillance
    Automated Solutions for SARS-CoV-2 Variant Identification and...
    Several SARS-CoV-2 variants are circulating globally. The most prominent variants of concern, including the B.1.1.7, B.1.351 and B1.1.28 lineages, not only carry a constellation of genetic m...
    Speaker: Anthony Tong, PhD , Subodh Nimkar
    Presented at: Coronavirus Series
    Sponsored By: BGI Americas
    3
    APR 07, 2021 | 9:00 AM
    Keynote Presentation: Doing more with less - Maximizing Phase Appropriate DOE Strategies
    Keynote Presentation: Doing more with less - Maximizing Phase...
    One challenge pharmaceutical companies face, is moving promising biotherapeutic products into the clinic as fast as safely possible. Devoting the correct amount of time and resources to earl...
    Speaker: Patricia McNeill
    Presented at: Bioprocessing Virtual Event Series 2021
    Sponsored By: Roche Diagnostics
    1
     
     
  • FEB 24, 2021 | 7:30 AM
    Keynote Presentation: The biomarker to companion diagnostic continuum: a road map for the delivery of precision medicine
    Keynote Presentation: The biomarker to companion diagnostic continuum:...
    Specific biomarker assays are included in an increasing number of drug labels, with uses ranging from prediction of adverse events to providing insights on efficacy for patient populations....
    Speaker: Steven M. Anderson, PhD
    Presented at: Drug Discovery & Development Virtual Event Series 2021
    2
    DEC 03, 2020 | 4:30 PM
    An Iterative Approach to Structure-based in silico to in vivo Development of Combinatorial Anti-SARS-CoV-2 Therapy
    An Iterative Approach to Structure-based in silico to in vivo...
    This drug development program is designed to create a family of broad-spectrum, pan-coronaviral drugs that respectively inhibit multiple key enzymes required for viral replication. By target...
    Speaker: Garth Ehrlich, PhD, FAAAS
    Presented at: Coronavirus Series
    5
    NOV 04, 2020 | 11:00 AM
    Developing flow-based analytical methods for gene-edited CAR-T programs: How to ensure an efficient transition from early research to clinical development
    Developing flow-based analytical methods for gene-edited CAR-T...
    DATE: November 4th, 2020 TIME: 11:00am PST As cell therapies become more complex, the need for robust analytical tools to characterize such products as they enter the clinic has increased in...
    Speaker: Aaron Edwards
    Sponsored By: Miltenyi Biotec
    6
    NOV 04, 2020 | 8:00 AM
    Overcoming barriers to productivity in HCS - An image-to-answer solution for biologists
    Overcoming barriers to productivity in HCS - An image-to-answer...
    Date: November 4, 2020 Time: 8:00am (PDT), 11:00am (EDT) High-content screening (HCS) is widely used for research in quantitative cellular biology and has proven to be a valuable tool in dru...
    Speaker: William Marshall , David Egan, PhD
    Sponsored By: Cytiva
    2
    OCT 21, 2020 | 12:00 AM
    Automated consistency analysis of metabolomic and proteomic data in interlaboratory studies
    Automated consistency analysis of metabolomic and proteomic data...
    As ‘omics research advances, separations data such as chromatograms and nuclear magnetic resonance (NMR) spectra are being used as direct inputs to machine-learning algorithms ranging...
    Speaker: Dr. David A. Sheen
    Presented at: Analytical Chemistry & Separation Sciences Virtual Event Series 2020
    1
     
     
  • OCT 07, 2020 | 1:30 PM
    Artificial Intelligence in Digital Pathology
    Artificial Intelligence in Digital Pathology
    Join Branden Hopkinson, Product Marketing Manager at Visiopharm, who will talk about using AI classifiers to find patterns in your images and which artificial intelligence method will work b...
    Speaker: Branden Hopkinson, PhD
    Presented at: Cancer Research & Oncology Week Virtual Event Series 2020
    Sponsored By: Visiopharm®
    3
    SEP 30, 2020 | 12:00 AM
    Applying targeted long-read sequencing to assess an expanded repeat in C9orf72
    Applying targeted long-read sequencing to assess an expanded repeat...
    A repeat expansion in the C9orf72-SMCR8 complex subunit (C9orf72) represents the most common genetic cause of two fatal neurodegenerative diseases: frontotemporal dementia (FTD) and amyotrop...
    Speaker: Marka van Blitterswijk, MD, PhD
    Presented at: CRISPR Virtual Event Series 2020
    2
    SEP 30, 2020 | 12:00 AM
    An Automated Integrated Multiple Assay Platform utilizing CRISPR-based Transistors for CRISPR Quality Control Applications
    An Automated Integrated Multiple Assay Platform utilizing CRISPR-based...
    Learning Objectives: 1. Using an optics- and label-free approach to CRISPR research 2. Explain current approaches to selecting the most robust gRNA for CRISPR assays 3. The opportunities tha...
    Speaker: Kiana Aran, PhD
    Presented at: CRISPR Virtual Event Series 2020
    1
    SEP 23, 2020 | 11:00 AM
    Meet the Expert
    Meet the Expert
    ...
    Speaker: Keynote: Rebecca Ihrie, PhD
    Presented at: 9th Annual Fluidigm Mass Cytometry Virtual Summit
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