Search Results - Special Issue on From Theory to Practice: Real-World Applications of AI in Data Science

Intelligent data analysis for real-life applications; theory and practice

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Real-World Applications of Continual Learning: From Theory to Practice by Kumar, Tajinder, Kait, Ramesh, Ankita, Rani, Sunita

“… We highlight the advantages, constraints, and lessons discovered while implementing continuous learning in real-world situations by looking at these applications…”
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Remote sensing of aerosols over the oceans using AVHRR data. Theory, practice and applications in Special issue : Applications of AVHRR data by RAO, C. R. N, STOWE, L. L, McLAIN, E. P

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From theory to practice: Real-world applications of scientific pricing across different industries by Valkov, Theodore

“… This paper will review the key pricing models and analytics in industry use, and provide examples of their application…”
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From theory to practice: Real-world applications of social work principles

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From theory to practice: Real-world applications of social work principles

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Bridging theory and practice: A comprehensive review of virtual power plant technologies and their real-world applications by Esfahani, Moein, Alizadeh, Ali, Cao, Bo, Kamwa, Innocent, Xu, Minghui

“…The integration of Distributed Energy Resources (DERs), particularly Renewable Energy Sources (RESs), into power systems has seen a significant increase in the…”
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From Theory to Practice: The Use of Real-World Data to Evaluate New Heart Failure Therapies by DeVore, Adam D, Hernandez, Adrian F

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Mapping out a dot-com From theory to practice Real-world application: Scholar Ravi Kalakota explains the steps he took to launch hsupply.com: Home Edition by Holsendolph, Ernest

“…: Roadmap for Success," left his post to put his theories to the test. / KENT D. JOHNSON / Staff Graphic ABOUT RAVI KALAKOTA Age: 33 Born: India Education: Ph.D…”
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Multicenter Next-Generation Sequencing Studies between Theory and Practice: Harmonization of Data Analysis Using Real-World Myelodysplastic Syndrome Data by Sandmann, Sarah, de Graaf, Aniek O, Tobiasson, Magnus, Kosmider, Olivier, Abáigar, María, Clappier, Emmanuelle, Gallì, Anna, van der Reijden, Bert A, Malcovati, Luca, Fenaux, Pierre, Díez-Campelo, María, Fontenay, Michaela, Hellström-Lindberg, Eva, Jansen, Joop H, Dugas, Martin

“… Laboratories follow their own best practices, analyzing their own target regions. The question on how to best integrate data from different sites remains unanswered…”
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Perioperative mortality following repair of abdominal aortic aneurysms: application of a randomized clinical trial to real-world practice using a validated nationwide data set by Malas, Mahmoud, Arhuidese, Isibor, Qazi, Umair, Black, James, Perler, Bruce, Freischlag, Julie A

“…) of abdominal aortic aneurysms (AAA) may not be applicable to real-world vascular surgical practice…”
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PMU121 APPLICATION OF REAL-WORLD DATA FROM MEDICAL BIG-DATA PLATFORM IN REAL WORLD EVIDENCE GENERATION: A PRACTICE IN POST-MARKETING RESEARCH IN CHINA by Wang, Y, Xing, Y, Wu, Y, Yuan, N, Wang, F, Jiang, B, Xiong, T

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Sharing Patient-Controlled Real-World Data Through the Application of the Theory of Commons: Action Research Case Study by Hager, Andreas, Lindblad, Staffan, Brommels, Mats, Salomonsson, Stina, Wannheden, Carolina

“… Patients may also share real-world data with other stakeholders to promote individual and population health…”
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Good practices for real‐world data studies of treatment and/or comparative effectiveness: Recommendations from the joint ISPOR‐ISPE Special Task Force on real‐world evidence in health care decision making by Berger, Marc L., Sox, Harold, Willke, Richard J., Brixner, Diana L., Eichler, Hans‐Georg, Goettsch, Wim, Madigan, David, Makady, Amr, Schneeweiss, Sebastian, Tarricone, Rosanna, Wang, Shirley V., Watkins, John, Daniel Mullins, C.

“…Purpose Real‐world evidence (RWE) includes data from retrospective or prospective observational studies and observational registries and provides insights beyond those addressed by randomized controlled trials…”
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Good Practices for Real‐World Data Studies of Treatment and/or Comparative Effectiveness: Recommendations from the Joint ISPOR‐ISPE Special Task Force on Real‐World Evidence in Health Care Decision Making by Berger, Marc L., Sox, Harold, Willke, Richard J., Brixner, Diana L., Eichler, Hans‐Georg, Goettsch, Wim, Madigan, David, Makady, Amr, Schneeweiss, Sebastian, Tarricone, Rosanna, Wang, Shirley V., Watkins, John, Mullins, C. Daniel

“…Real‐world evidence (RWE) includes data from retrospective or prospective observational studies and observational registries and provides insights beyond those addressed by randomized controlled trials…”
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Bias analysis of AI models for undergraduate student admissions by Van Busum, Kelly, Fang, Shiaofen

“… Admissions data spanning six years was used to create an AI model to determine whether a given student would be directly admitted into the School of Science under various scenarios at a large urban research university…”
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RW4 APPLICATION OF ARTIFICIAL INTELLIGENCE AND MEDICAL BIG-DATA IN REAL WORLD EVIDENCE GENERATION: A LITERATURE REVIEW OF RESEARCH PRACTICE IN CHINA by Xiong, T., Li, J., Hao, Y., Xu, J.

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Innovation in Data Abstraction, Education, and Consistent Application of Best Practice Guidelines: Experience and Real-World Results from a University Hospital in a Cost-Centric Environment by Lakireddy, Prajapathi, Canning, Peter, Lee, Juyong, Azrin, Michael, Vashist, Aseem

“…Adhering to core measures and consistent application of best practice guidelines in patients with acute coronary syndromes is challenging for hospitals…”
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TRUSTe Issues Data Security Guidelines to Help Companies Build or Update Practices for Protecting Consumer Privacy; TRUSTe Answers the Call for Comprehensive Real-World Measures Providing Application-Appropriate Strategies for Strict Data Security

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A reproducible framework for monitoring the impact of randomized clinical trials on clinical practice using large-scale real-world data: application to gynaecological surgical trials using the French national healthcare database by Jochum, Floriane, Doll, Madeleine, Hamy, Anne-Sophie, Donval, Lou, Gougis, Paul, Dumas, Élise, Lecointre, Lise, Gaillard, Thomas, Reyal, Fabien, Lecuru, Fabrice, Akladios, Cherif, Laas, Enora

“…Randomized clinical trials (RCTs) are fundamental to evidence-based medicine, but their real-world impact on clinical practice often remains unmonitored…”
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