Innovative Approaches to Enhance Vial Labeling for Improved Data Management
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How AI Is Improving Data Management - MIT Sloan Management Review
Dec 20, 2022 · There are five common data management areas where we see AI playing important roles: Classification: Broadly encompasses obtaining, extracting, and structuring data from documents, photos, handwriting, and other media. Cataloging: Helping to locate data. Quality: Reducing errors in the data.
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The Vaccine Innovation Prioritisation Strategy - GAVI
Jun 30, 2021 · The VIPS – Vaccine Innovation Prioritisation Strategy – process concluded in May 2020 with a decision to prioritise 3 innovations / approaches for which the Alliance will engage in to advance development, policy and access: A combined formulation, regulatory, and novel programmatic approach to vaccine management – Heat stable and
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Medication Management Strategy: Intervention | Agency for
Content last reviewed June 2023. Agency for Healthcare Research and Quality, Rockville, MD. Medication management is a strategy for engaging with patients and caregivers to create a complete and accurate medication list using the brown bag method. A complete and accurate medication list is the foundation for addressing medication reconciliation
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Digital transformation in business and management research
Apr 1, 2022 · To label each cluster, a content analysis of the articles related to keywords was carried out using Vial’s building blocks of the DT process (Vial, 2019) which functioned as an objective lens for this activity. Based on the analysis of the network diagram, and an interpretation of each cluster and its structure, five thematic areas could be
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Practices for Leveraging Data as a Strategic Asset
supporting commercialization, innovation, and public use. To improve data management, agencies should consider potential uses of data and the benefits of those uses for answering key agency questions and meeting stakeholder needs. To derive value from these potential uses, agencies need leadership champions,
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VIAL – A Unified Process for Visual-Interactive Labeling
In this paper, we study the process of labeling data instances with the user in the loop, from both the machine learning and visual interactive perspective. Based on a review of differences and commonalities, we propose the “visual interactive labeling” (VIAL) process that unifies both approaches.
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Improving AI data quality in manufacturing | McKinsey
Jan 20, 2023 · Data-centric AI is an emerging approach that focuses on unlocking machine-learning-model performance through improved data. Data-centric AI tools can accelerate data-quality remediation with increased levels of automation, including programmatic labeling, synthetic data generation, and the enrichment of data by integrating internal and third
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The 2 Types of Data Strategies Every Company Needs
OK. Let’s parse that. The SSOT is a logical, often virtual and cloud-based repository that contains one authoritative copy of all crucial data, such as customer, supplier, and product details.
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Unlocking Digital Innovation Through A Successful Data Strategy
Apr 23, 2021 · 4. Motivate business value translation: IT leaders can turn data into value with a solid operating model by mapping high-value use cases to crucial business outcomes. 5. Accelerate culture
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Vision Inspection Using Machine Learning/Artificial
Sep 28, 2023 · The vision inspection team began labeling ejected images that had been saved from lyophilized vial automated vision inspection machines. After the eject- and acceptable-image sets had been assembled, the team collaborated with data science team to develop a deep learning model that could classify the images.
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Data Labeling: The Secret Sauce to Machine Learning [+ 4
Mar 9, 2023 · Label box is a cloud-based data labeling platform that provides a powerful set of tools for data management, data labeling, and machine learning. One of the key advantages of Labelbox is its AI-assisted labeling capabilities which help to accelerate the data labeling process and improve labeling accuracy. It offers a customizable data engine
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Recent trends and future of pharmaceutical packaging
Constant innovations in the pharmaceuticals themselves such as, blow fill seal (BFS) vials, anti-counterfeit measures, plasma impulse chemical vapor deposition (PICVD) coating technology, snap off ampoules, unit dose vials, two-in-one prefilled vial design, prefilled syringes and child-resistant packs have a direct impact on the packaging.
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Digital Labels Revolutionize Investigational Medicinal - ISPE
Sep 28, 2023 · Labeling is an important part of the supply chain. This is especially true for investigational medicinal products (IMPs), which must be labeled with clear expiry dates and other mandated information. IMP shelf life is notoriously di\u001Dfficult to quantify, however, and new findings on their stability frequently emerge during clinical trials. This often requires companies to relabel IMPs with
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12 Qualitative Data, Analysis, and Design - SAGE Publications Inc
The type of data collected and the approach to its analysis are more relevant to a researcher’s compelling argument and sound conclusion than a category name placed on a general approach to data collection. After describing qualitative data and strategies for analysis, this chapter examines five
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VIAL: a unified process for visual interactive labeling
Mar 19, 2018 · As such the VIAL process provides a novel perspective on labeling tasks that can lead to novel innovative labeling approaches, as well as interfaces and tools for instance selection and labeling. In the following, we describe each of the six steps in detail.
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