(Published paper: https://ieeexplore.ieee.org/document/9630708)
environment.yml
: conda environment set upHBN_NEMAR_Pheno.csv
: Subjects informationGSN_HydroCel_129.sfp
: Channels standard position file provided by HBNrestingstate_prepare_clean_master.m
: Preprocess dataload_data_master.m
: Take result fromrestingstate_prepare_clean_master.m
and sub-select channel to prepare final raw and spectral data.SexPrediction-Original-Raw.ipynb
: Notebook to train referenced work model on raw data (R-SCNN)SexPrediction-Original-Topo.ipynb
: Notebook to train referenced work model on spectral data (S-SCNN)SexPrediction-VGG-Raw.ipynb
: Notebook for training repurposed VGG-16 model on raw data (R-VGG)SexPrediction-VGG-Topo.ipynb
: Notebook for training repurposed VGG-16 model on spectral data (S-VGG)utils.py
: supporting classes and functions for the Jupyter notebooks