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    Data Science

    Data Science: is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from data in various forms, similar to data mining. Data science is a concept to unify statistics, data analysis, machine learning and their related methods in order to understand and analyze actual phenomena with data. It uses various techniques and theories drawn from many fields within the context of mathematics, statistics, information science, and computer science.

    Webinars

    • MAY 20, 2020 | 12:00 AM
      Zero-effort Analytical Method Validation
      Zero-effort Analytical Method Validation
      Analytical Method Validation work is based on a variety of guidelines and requirements hence being time-consuming and stressful. Reducing this work and improving efficiency while ensuring th...
      Speaker: Jürgen Voorgang
      Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
      2
      MAY 20, 2020 | 12:00 AM
      Acoustic Ejection Mass Spectrometry for High-Throughput Analysis
      Acoustic Ejection Mass Spectrometry for High-Throughput Analysis
      We describe a mass spectrometry (MS) analytical platform resulting from the novel integration of acoustic droplet ejection (ADE) technology, an open-port interface (OPI), and electrospray io...
      Speaker: Luke Ghislain, PhD
      Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
      1 1
      MAY 20, 2020 | 12:00 AM
      Next-gen protein assays enabling precision medicine and data-driven biology
      Next-gen protein assays enabling precision medicine and data-driven...
      Proteins are the functional blocks of any biological entity from 50 nm sized viruses to the 100 ft long mammals (blue whale). They perform intra cellular, tissue, organ, system, or organism...
      Speaker: Kursad Araz, PhD
      Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
      1
      MAY 20, 2020 | 12:00 AM
      The Importance of Data Integrity: LIMS, Tools and Best Practices
      The Importance of Data Integrity: LIMS, Tools and Best Practices
      The amount of data that is produced each day is mind boggling. Over 2.5 quintillion bytes of data are created every single day, and this number continues to grow every single day. This year...
      Speaker: Christine Paszko, PhD, MT (ASCP)
      Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
      3
      MAY 20, 2020 | 12:00 AM
      Comprehensive Genomic Association Data for Genetic Variant Interpretation: A Computational Approach
      Comprehensive Genomic Association Data for Genetic Variant Interpretation:...
      Design and interpretation of genome sequencing assays and data in both clinical diagnostics and research labs is complicated by an inability to identify information from the medical literatu...
      Speaker: Mark Kiel, MD, PhD
      Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
      1
      MAY 20, 2020 | 12:00 AM
      Highly sensitive detection of SARS-CoV-2 by Crystal Digital PCRâ„¢
      Highly sensitive detection of SARS-CoV-2 by Crystal Digital PCRâ„¢
      The current gold standard for COVID-19 diagnosis is based on the detection of SARS-CoV-2 nucleic acid using real-time quantitative PCR (RT-qPCR). Recent studies suggest limitations of RT-qPC...
      Speaker: Rémi Dangla
      Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
      1
      MAY 20, 2020 | 12:00 AM
      Single-cell Genomics Tools for better understanding and treatment of Human Disease
      Single-cell Genomics Tools for better understanding and treatment...
      The basic units of biological structure and function are cells, which exhibit wide variation in regard to both type and state. We assess such variation by simultaneously profiling the transc...
      Speaker: Anindita Basu, PhD
      Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
      2
      MAY 20, 2020 | 12:00 AM
      Validation of LIMS is a part of the data integrity
      Validation of LIMS is a part of the data integrity
      LIMS systems are used extensively in laboratories everywhere. As a tool in the lab we need to be able to trust the system to have the necessary data integrity. Just like the analytical metho...
      Speaker: Siri H. Segalstad
      Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
      1
      MAY 20, 2020 | 12:00 AM
      Lab on a Particle: Democratizing Single-Cell Secretion Assays
      Lab on a Particle: Democratizing Single-Cell Secretion Assays
      Techniques to analyze and sort single cells based on secreted products have the potential to transform our understanding of cellular biology as well as accelerate the development of next gen...
      Speaker: Joseph de Rutte
      Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
      1
      MAY 20, 2020 | 12:00 AM
      Gene-editing by a "click-of-a-button"
      Gene-editing by a "click-of-a-button"
      If you have ever worked in the field of gene-editing, then you must know the powerful gene-editing technology known as CRISPR. It has the potential to alter science and biotechnology at an i...
      Speaker: Steve Shih, PhD
      Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
      1
      MAY 19, 2020 | 12:45 PM
      Highly Multiplexed Digital Spatial Profiling of the Tumor Microenvironment of Head and Neck Squamous Cell Carcinoma Patients Treated with Immune Checkpoint Therapy
      Highly Multiplexed Digital Spatial Profiling of the Tumor Microenvironment...
      Immune checkpoint inhibitors (ICI) have shown durable and long-term benefits in a subset of head and neck squamous cell carcinoma (HNSCC) patients. To identify patient-responders from non-re...
      Speaker: Arutha Kulasinghe, PhD
      Presented at: Advancing Science - A Virtual Oncology Conference
      2
      MAY 14, 2020 | 11:00 AM
      Transparent, reliable and reproducible animal research: the ARRIVE guidelines 2.0
      Transparent, reliable and reproducible animal research: the ARRIVE...
      Concerns about the quality of published animal research include inefficient or flawed study design, inappropriate statistical analysis and incomplete reporting. The ARRIVE guidelines were de...
      Speaker: Nathalie Percie du Sert, PhD
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      2
      MAY 14, 2020 | 9:00 AM
      PANEL: Experimental design and the reproducibility crisis: pitfalls, power, and practical best practice
      PANEL: Experimental design and the reproducibility crisis: pitfalls,...
      The justification of sample size is one of the hardest sections of a proposal an IACUC (ethical review board) has to assess, yet is arguably one of the most important (1). This is a key oppo...
      Speaker: Joseph Garner, PhD , Brianna Gaskill, PhD
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      1
      MAY 14, 2020 | 7:30 AM
      Sex bias in preclinical research, why it exists and how to drive change
      Sex bias in preclinical research, why it exists and how to drive...
      Inherent in research, is the simplification of a complex world into a testing space to explore cause and effect. Across preclinical research, questions are being raised on the testing space...
      Speaker: Natasha Karp, PhD
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      2
      MAY 14, 2020 | 6:00 AM
      Embracing biological variation to improve reproducibility and reduce animal use
      Embracing biological variation to improve reproducibility and...
      In the course of the so-called reproducibility crisis, various sources of poor reproducibility of animal research have been identified, including a lack of scientific rigor, low statistical...
      Speaker: Hanno Würbel
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      3 1
      MAY 14, 2020 | 12:00 AM
      Comparison of the Impact of Phlebotomy Method on Physiologic and Behavioral Metrics of Pain and Distress in Mice
      Comparison of the Impact of Phlebotomy Method on Physiologic and...
      Nonterminal blood collection from mice is frequently performed in biomedical research. Multiple phlebotomy sites and restraint techniques are available to investigators. Methods that minimiz...
      Speaker: Elizabeth Moore, DVM
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      0
      MAY 14, 2020 | 12:00 AM
      Compassion Fatigue: Education and Engagement in Animal Research
      Compassion Fatigue: Education and Engagement in Animal Research
      Compassion Fatigue can affect all those that care for and work with laboratory animals, including husbandry staff, veterinary staff, researchers, and other support staff. It is known as the...
      Speaker: Marian Esvelt, DVM
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      1
      MAY 14, 2020 | 12:00 AM
      Tissue Chips: Building Confidence Through Independent Experimental Testing
      Tissue Chips: Building Confidence Through Independent Experimental...
      Experimental models that promise to replace animal tests that are currently required for drugs and chemicals are rapidly proliferating. This includes a number of novel solutions offered by b...
      Speaker: Ivan Rusyn, PhD
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      0
      MAY 14, 2020 | 12:00 AM
      Evaluation of Analgesia Efficacy in Postoperative Mice Using Novel Cage-Side Measures
      Evaluation of Analgesia Efficacy in Postoperative Mice Using Novel...
      The ability to rapidly and accurately identify pain in mice is critical for providing them optimal care and welfare. To meet this need, we developed and validated the Grooming Transfer Test...
      Speaker: Jennifer Lofgren, DVM, MS, DACLAM
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      0
      MAY 14, 2020 | 12:00 AM
      Animal Models for Tuberculosis Research
      Animal Models for Tuberculosis Research
      Tuberculosis (TB) is the No.1 cause of death due to a single infectious agent in the world today. According to the global report from World Health Organization, one third of world population...
      Speaker: Yong Cheng, PhD
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      2
      MAY 14, 2020 | 12:00 AM
      The Digitalization of the Vivarium: Past and Present Initiatives that Optimize Animal Care and Welfare
      The Digitalization of the Vivarium: Past and Present Initiatives...
      Digital technology is improving the speed and accuracy of all the world’s work processes and activities, the including the research vivarium. This presentation will address some of way...
      Speaker: John J. Hasenau DVM, DACLAM
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      0
      MAY 14, 2020 | 12:00 AM
      Data Collection as Environmental Enrichment: Automated Behavioral Measurement in Voluntary Home Cage Operant Tasks
      Data Collection as Environmental Enrichment: Automated Behavioral...
      Biomedical research suffers from a translation gap, where most treatments that seem effective when tested on animals turn out not to work in human patients. This is likely due in large part...
      Speaker: Jamie Ahloy Dallaire, MSc, PhD
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      0
      MAY 14, 2020 | 12:00 AM
      Automatic Detection and Classification of Behaviour in Laboratory Animals
      Automatic Detection and Classification of Behaviour in Laboratory...
      Animal welfare is the most important issue in any in vivo laboratory. The ability to detect and intervene in cases where the conditions of animals may be deteriorating as well as the ability...
      Speaker: Patrick Sweeney, PhD
      Presented at: Laboratory Animal Sciences Virtual Event Series 2020
      1
      MAY 13, 2020 | 7:00 AM
      Stem cell culture: Make or break - Find the optimum for your MSCs and PSCs
      Stem cell culture: Make or break - Find the optimum for your MSCs...
      DATE: May 13, 2020 TIME: 7am PT, 10am ET, 4pm CEST Stem cells represent an important tool in a wide range of applications, including basic research, disease modeling, drug discovery, and reg...
      Speaker: Jessica Wagener, PhD , Nadine Mellies, PhD
      Sponsored By: Eppendorf
      37
    MAY 20, 2020 | 12:00 AM
    Zero-effort Analytical Method Validation
    Zero-effort Analytical Method Validation
    Analytical Method Validation work is based on a variety of guidelines and requirements hence being time-consuming and stressful. Reducing this work and improving efficiency while ensuring th...
    Speaker: Jürgen Voorgang
    Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
    2
    MAY 20, 2020 | 12:00 AM
    Acoustic Ejection Mass Spectrometry for High-Throughput Analysis
    Acoustic Ejection Mass Spectrometry for High-Throughput Analysis
    We describe a mass spectrometry (MS) analytical platform resulting from the novel integration of acoustic droplet ejection (ADE) technology, an open-port interface (OPI), and electrospray io...
    Speaker: Luke Ghislain, PhD
    Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
    1 1
    MAY 20, 2020 | 12:00 AM
    Next-gen protein assays enabling precision medicine and data-driven biology
    Next-gen protein assays enabling precision medicine and data-driven...
    Proteins are the functional blocks of any biological entity from 50 nm sized viruses to the 100 ft long mammals (blue whale). They perform intra cellular, tissue, organ, system, or organism...
    Speaker: Kursad Araz, PhD
    Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
    1
    MAY 20, 2020 | 12:00 AM
    The Importance of Data Integrity: LIMS, Tools and Best Practices
    The Importance of Data Integrity: LIMS, Tools and Best Practices
    The amount of data that is produced each day is mind boggling. Over 2.5 quintillion bytes of data are created every single day, and this number continues to grow every single day. This year...
    Speaker: Christine Paszko, PhD, MT (ASCP)
    Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
    3
    MAY 20, 2020 | 12:00 AM
    Comprehensive Genomic Association Data for Genetic Variant Interpretation: A Computational Approach
    Comprehensive Genomic Association Data for Genetic Variant Interpretation:...
    Design and interpretation of genome sequencing assays and data in both clinical diagnostics and research labs is complicated by an inability to identify information from the medical literatu...
    Speaker: Mark Kiel, MD, PhD
    Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
    1
     
     
  • MAY 20, 2020 | 12:00 AM
    Highly sensitive detection of SARS-CoV-2 by Crystal Digital PCRâ„¢
    Highly sensitive detection of SARS-CoV-2 by Crystal Digital PCRâ„¢
    The current gold standard for COVID-19 diagnosis is based on the detection of SARS-CoV-2 nucleic acid using real-time quantitative PCR (RT-qPCR). Recent studies suggest limitations of RT-qPC...
    Speaker: Rémi Dangla
    Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
    1
    MAY 20, 2020 | 12:00 AM
    Single-cell Genomics Tools for better understanding and treatment of Human Disease
    Single-cell Genomics Tools for better understanding and treatment...
    The basic units of biological structure and function are cells, which exhibit wide variation in regard to both type and state. We assess such variation by simultaneously profiling the transc...
    Speaker: Anindita Basu, PhD
    Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
    2
    MAY 20, 2020 | 12:00 AM
    Validation of LIMS is a part of the data integrity
    Validation of LIMS is a part of the data integrity
    LIMS systems are used extensively in laboratories everywhere. As a tool in the lab we need to be able to trust the system to have the necessary data integrity. Just like the analytical metho...
    Speaker: Siri H. Segalstad
    Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
    1
    MAY 20, 2020 | 12:00 AM
    Lab on a Particle: Democratizing Single-Cell Secretion Assays
    Lab on a Particle: Democratizing Single-Cell Secretion Assays
    Techniques to analyze and sort single cells based on secreted products have the potential to transform our understanding of cellular biology as well as accelerate the development of next gen...
    Speaker: Joseph de Rutte
    Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
    1
    MAY 20, 2020 | 12:00 AM
    Gene-editing by a "click-of-a-button"
    Gene-editing by a "click-of-a-button"
    If you have ever worked in the field of gene-editing, then you must know the powerful gene-editing technology known as CRISPR. It has the potential to alter science and biotechnology at an i...
    Speaker: Steve Shih, PhD
    Presented at: Laboratory Automation & Informatics Virtual Event Series 2020
    1
     
     
  • MAY 19, 2020 | 12:45 PM
    Highly Multiplexed Digital Spatial Profiling of the Tumor Microenvironment of Head and Neck Squamous Cell Carcinoma Patients Treated with Immune Checkpoint Therapy
    Highly Multiplexed Digital Spatial Profiling of the Tumor Microenvironment...
    Immune checkpoint inhibitors (ICI) have shown durable and long-term benefits in a subset of head and neck squamous cell carcinoma (HNSCC) patients. To identify patient-responders from non-re...
    Speaker: Arutha Kulasinghe, PhD
    Presented at: Advancing Science - A Virtual Oncology Conference
    2
    MAY 14, 2020 | 11:00 AM
    Transparent, reliable and reproducible animal research: the ARRIVE guidelines 2.0
    Transparent, reliable and reproducible animal research: the ARRIVE...
    Concerns about the quality of published animal research include inefficient or flawed study design, inappropriate statistical analysis and incomplete reporting. The ARRIVE guidelines were de...
    Speaker: Nathalie Percie du Sert, PhD
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    2
    MAY 14, 2020 | 9:00 AM
    PANEL: Experimental design and the reproducibility crisis: pitfalls, power, and practical best practice
    PANEL: Experimental design and the reproducibility crisis: pitfalls,...
    The justification of sample size is one of the hardest sections of a proposal an IACUC (ethical review board) has to assess, yet is arguably one of the most important (1). This is a key oppo...
    Speaker: Joseph Garner, PhD , Brianna Gaskill, PhD
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    1
    MAY 14, 2020 | 7:30 AM
    Sex bias in preclinical research, why it exists and how to drive change
    Sex bias in preclinical research, why it exists and how to drive...
    Inherent in research, is the simplification of a complex world into a testing space to explore cause and effect. Across preclinical research, questions are being raised on the testing space...
    Speaker: Natasha Karp, PhD
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    2
    MAY 14, 2020 | 6:00 AM
    Embracing biological variation to improve reproducibility and reduce animal use
    Embracing biological variation to improve reproducibility and...
    In the course of the so-called reproducibility crisis, various sources of poor reproducibility of animal research have been identified, including a lack of scientific rigor, low statistical...
    Speaker: Hanno Würbel
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    3 1
     
     
  • MAY 14, 2020 | 12:00 AM
    Comparison of the Impact of Phlebotomy Method on Physiologic and Behavioral Metrics of Pain and Distress in Mice
    Comparison of the Impact of Phlebotomy Method on Physiologic and...
    Nonterminal blood collection from mice is frequently performed in biomedical research. Multiple phlebotomy sites and restraint techniques are available to investigators. Methods that minimiz...
    Speaker: Elizabeth Moore, DVM
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    0
    MAY 14, 2020 | 12:00 AM
    Compassion Fatigue: Education and Engagement in Animal Research
    Compassion Fatigue: Education and Engagement in Animal Research
    Compassion Fatigue can affect all those that care for and work with laboratory animals, including husbandry staff, veterinary staff, researchers, and other support staff. It is known as the...
    Speaker: Marian Esvelt, DVM
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    1
    MAY 14, 2020 | 12:00 AM
    Tissue Chips: Building Confidence Through Independent Experimental Testing
    Tissue Chips: Building Confidence Through Independent Experimental...
    Experimental models that promise to replace animal tests that are currently required for drugs and chemicals are rapidly proliferating. This includes a number of novel solutions offered by b...
    Speaker: Ivan Rusyn, PhD
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    0
    MAY 14, 2020 | 12:00 AM
    Evaluation of Analgesia Efficacy in Postoperative Mice Using Novel Cage-Side Measures
    Evaluation of Analgesia Efficacy in Postoperative Mice Using Novel...
    The ability to rapidly and accurately identify pain in mice is critical for providing them optimal care and welfare. To meet this need, we developed and validated the Grooming Transfer Test...
    Speaker: Jennifer Lofgren, DVM, MS, DACLAM
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    0
    MAY 14, 2020 | 12:00 AM
    Animal Models for Tuberculosis Research
    Animal Models for Tuberculosis Research
    Tuberculosis (TB) is the No.1 cause of death due to a single infectious agent in the world today. According to the global report from World Health Organization, one third of world population...
    Speaker: Yong Cheng, PhD
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    2
     
     
  • MAY 14, 2020 | 12:00 AM
    The Digitalization of the Vivarium: Past and Present Initiatives that Optimize Animal Care and Welfare
    The Digitalization of the Vivarium: Past and Present Initiatives...
    Digital technology is improving the speed and accuracy of all the world’s work processes and activities, the including the research vivarium. This presentation will address some of way...
    Speaker: John J. Hasenau DVM, DACLAM
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    0
    MAY 14, 2020 | 12:00 AM
    Data Collection as Environmental Enrichment: Automated Behavioral Measurement in Voluntary Home Cage Operant Tasks
    Data Collection as Environmental Enrichment: Automated Behavioral...
    Biomedical research suffers from a translation gap, where most treatments that seem effective when tested on animals turn out not to work in human patients. This is likely due in large part...
    Speaker: Jamie Ahloy Dallaire, MSc, PhD
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    0
    MAY 14, 2020 | 12:00 AM
    Automatic Detection and Classification of Behaviour in Laboratory Animals
    Automatic Detection and Classification of Behaviour in Laboratory...
    Animal welfare is the most important issue in any in vivo laboratory. The ability to detect and intervene in cases where the conditions of animals may be deteriorating as well as the ability...
    Speaker: Patrick Sweeney, PhD
    Presented at: Laboratory Animal Sciences Virtual Event Series 2020
    1
    MAY 13, 2020 | 7:00 AM
    Stem cell culture: Make or break - Find the optimum for your MSCs and PSCs
    Stem cell culture: Make or break - Find the optimum for your MSCs...
    DATE: May 13, 2020 TIME: 7am PT, 10am ET, 4pm CEST Stem cells represent an important tool in a wide range of applications, including basic research, disease modeling, drug discovery, and reg...
    Speaker: Jessica Wagener, PhD , Nadine Mellies, PhD
    Sponsored By: Eppendorf
    37
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