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Review

Plots figures for "Automated Assessment of Psychiatric Disorders Using Speech: A Systematic Review"


Figure 1 and Figure 4 available in pdf format here along with all other figures in jpeg: ./data/published_figures/


To reproduce figures and tables:

Install miniconda

https://docs.conda.io/en/latest/miniconda.html

Clone repo

git clone https://github.com/danielmlow/review.git

Set up virtual environment within repo

conda create -n review python=3.6
conda activate review
conda install --file requirements.txt

Run

python3 overfitting.py

python3 table2.py

python3 heatmap_dynamic_cell_size.py

Input files are in ./data/inputs/

overfitting.py creates figure within Figure 1.

table2.py takes the dataframe speech_psychiatry.xlsx, the database of reviewed articles (maintained here: https://tinyurl.com/y6ojfq56), and outputs Table 2.

heatmap_dynamic_cell_size.py takes the dataframe speech_psychiatry_heatmap.xlsx and outputs Figure 3.