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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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Nurse Education Today, 2020
OBJECTIVES Simulation can serve as an effective educational method to provide experience and opportunities to learn about the nursing management of clinical cases in a secure environment.
Juhee Lee +6 more
semanticscholar +1 more source
OBJECTIVES Simulation can serve as an effective educational method to provide experience and opportunities to learn about the nursing management of clinical cases in a secure environment.
Juhee Lee +6 more
semanticscholar +1 more source
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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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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Investigating learning outcomes and subjective experiences in 360-degree videos
Comput. Educ., 2019Virtual Reality experiences, particularly the 360-degree video, have become popular in recent years for creating immersive educational experiences. However, much is still unknown regarding the educational effectiveness of this medium.
Michael A. Rupp +5 more
semanticscholar +1 more source
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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Journal of Cleaner Production, 2019
Education for sustainable development (ESD) is gaining increased attention in tertiary education. According to the literature, ESD affects not only the content of education, but also its process and outcomes. This requires a new learning culture based on
Lucia Gatti, Markus Ulrich, Peter Seele
semanticscholar +1 more source
Education for sustainable development (ESD) is gaining increased attention in tertiary education. According to the literature, ESD affects not only the content of education, but also its process and outcomes. This requires a new learning culture based on
Lucia Gatti, Markus Ulrich, Peter Seele
semanticscholar +1 more source
Journal of educational computing research, 2019
The purpose of this study was to investigate the relationship among Taiwanese high school students’ learning style, sense of presence, cognitive load, and affective and cognitive learning outcomes in an immersive virtual reality-based learning ...
C. Huang +4 more
semanticscholar +1 more source
The purpose of this study was to investigate the relationship among Taiwanese high school students’ learning style, sense of presence, cognitive load, and affective and cognitive learning outcomes in an immersive virtual reality-based learning ...
C. Huang +4 more
semanticscholar +1 more source