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Mechanism-aware personalized learning intervention for short- and long-term academic outcome modeling. [PDF]
Front PsycholZhang L.
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Outcomes of Digital Training for Community Health Workers in Low- and Middle-Income Countries: Scoping Review. [PDF]
JMIR Med EducTembo TA +4 more
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Leveraging Machine Learning to Advance Alcohol Research: Current Applications, Challenges, and Opportunities. [PDF]
Alcohol ResZhao Q, Pohl KM.
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Identify learning outcomes for learning agreements
Education for Primary Care, 2012(2012). Identify learning outcomes for learning agreements. Education for Primary Care: Vol. 23, No. 2, pp. 128-130.
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Deep Learning of Potential Outcomes.
CoRR, 2021This review systematizes the emerging literature for causal inference using deep neural networks under the potential outcomes framework. It provides an intuitive introduction on how deep learning can be used to estimate/predict heterogeneous treatment effects and extend causal inference to settings where confounding is non-linear, time varying, or ...
JIANG, SONG +5 more
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Evaluation of Learning Outcomes
2010A lot of research has been done with respect to automated evaluation of students’ knowledge. Learning outcomes have been of serious interest to many research communities as well. In this article we apply dominance relations in rough sets approximations for assessing knowledge obtained in active learning environments.
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Machine Learning and Pain Outcomes
Neurosurgery Clinics of North America, 2022Machine learning (ML) is an increasingly popular method of data analysis that has meaningful application within the realm of pain management. Current research has used this technique as a tool to refine patient selection for more invasive pain management treatments in an effort to improve outcomes.
Tessa, Harland +2 more
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Emotions as a learned outcome and learning as an affective outcome
2008The consideration of the role of emotions in the learning process and emotions as a learned outcome is glaringly absent in the individual and organizational learning literature. In an attempt to redress this gap, this paper articulates the relationship between emotions and learning in two related, yet distinctly differentiated ways.
Härtel, Charmine E. J. +1 more
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