alsfrs_data

An example dataset containing Amyotrophic Lateral Sclerosis
Functional Rating Scale - Revised.

datasets

An easy tool to transform 2D longitudinal data into 3D arrays suitable for
Long short-term memory neural networks training. The array output can be
used by the 'keras' package. Long short-term memory neural networks are described
in: Hochreiter, S., & Schmidhuber, J. (1997) <doi:10.1162/neco.1997.9.8.1735>.

Luis Garcez

long2lstmarray

Longitudinal Dataframes into Arrays for Machine Learning
Training

alsfrs_data function

A data frame with 100 rows and 15 variables:<dl>
<dt>subjid</dt>
<dd>Subject ID</dd><dt>visdy</dt>
<dd>Visit day</dd><dt>p1</dt>
<dd>Scale items</dd><dt>p2</dt>
<dd>Scale items</dd><dt>p3</dt>
<dd>Scale items</dd><dt>p4</dt>
<dd>Scale items</dd><dt>p5</dt>
<dd>Scale items</dd><dt>p6</dt>
<dd>Scale items</dd><dt>p7</dt>
<dd>Scale items</dd><dt>p8</dt>
<dd>Scale items</dd><dt>p9</dt>
<dd>Scale items</dd><dt>p10</dt>
<dd>Scale items</dd><dt>x1r</dt>
<dd>Scale items</dd><dt>x2r</dt>
<dd>Scale items</dd><dt>x3r</dt>
<dd>Scale items</dd>
</dl>

Format

Clinical scale example data — alsfrs_data

A data frame with 100 rows and 15 variables:<dl>
<dt>subjid</dt>
<dd>Subject ID</dd>

<dt>visdy</dt>
<dd>Visit day</dd>

<dt>p1</dt>
<dd>Scale items</dd>

<dt>p2</dt>
<dd>Scale items</dd>

<dt>p3</dt>
<dd>Scale items</dd>

<dt>p4</dt>
<dd>Scale items</dd>

<dt>p5</dt>
<dd>Scale items</dd>

<dt>p6</dt>
<dd>Scale items</dd>

<dt>p7</dt>
<dd>Scale items</dd>

<dt>p8</dt>
<dd>Scale items</dd>

<dt>p9</dt>
<dd>Scale items</dd>

<dt>p10</dt>
<dd>Scale items</dd>

<dt>x1r</dt>
<dd>Scale items</dd>

<dt>x2r</dt>
<dd>Scale items</dd>

<dt>x3r</dt>
<dd>Scale items</dd>


</dl>

alsfrs_data: Clinical scale example data

Description

Usage

Arguments

Format