E-learning Modality

E-learning modality refers to the format and delivery approach used to provide education through digital technologies, including fully online, blended, synchronous, and asynchronous instruction. It works by combining tools such as learning management systems, recorded lectures, interactive simulations, discussion forums, and online assessments to organize content, communication, and feedback beyond the traditional classroom. In statistics education, these modalities can support demonstrations of probability, data visualization, statistical software, and collaborative analysis while allowing learners to review complex concepts at their own pace. Their design influences engagement, accessibility, assessment practices, and the development of data literacy across academic and professional settings.

E-learning Modality - Related Videos

Research

JoVE Journal - Neuroscience
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Cross-Modal Multivariate Pattern Analysis

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Cited by 6 •

2011

Classical multivariate pattern analysis predicts sensory stimuli a subject perceives from neural activity in the corresponding cortices (e.g. visual stimuli from activity in visual cortex). Here, we apply pattern analysis cross-modally and show that sound- and touch-implying visual stimuli can be predicted from activity in auditory and somatosensory cortices, respectively.

Education

JoVE Core - Anatomy and Physiology

Sensory Modalities

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2024

Sensation typically is the process by which the sensory receptors and sense organs detect stimuli from the internal and external environment and transmit this information to the central nervous system for processing. General senses refer to the broad category of sensory information detected by receptors in the body and can be further grouped into somatic and visceral senses. Somatic sensations include touch, pressure, temperature, and pain and are essential for navigating our environment and...

Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques

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Cited by 16 •

2020

Presented here is a protocol introducing a set of child-friendly statistical learning tasks geared towards examining children’s learning of temporal statistical patterns across domains and sensory modalities. The developed tasks collect behavioral data using the web-based platform and task-based functional magnetic resonance imaging (fMRI) data for examining neural engagement during statistical learning.

Research

JoVE Journal - Bioengineering
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Multimodal Cross-Device and Marker-Free Co-Registration of Preclinical Imaging Modalities

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Cited by 3 •

2023

The combination of multiple imaging modalities is often necessary to gain a comprehensive understanding of pathophysiology. This approach utilizes phantoms to generate a differential transformation between the coordinate systems of two modalities, which is then applied for co-registration. This method eliminates the need for fiducials in production scans.

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

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Cited by 6 •

2022

Here, we present a protocol for the behavioral analysis of a project-based learning methodology for health sciences students (20-56 years old). The protocol facilitates the comparison of the participants' performance in e-Learning versus blended-Learning (b-Learning) through a monitoring tool. The results are analyzed using Educational Data Mining and qualitative techniques.

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