yoorahi Goto Github PK

2023-project

aiffel

aiffel_mainquest4

bmovie-release-nwb-bids

Code for data analysis and visualization for the data descriptor "Multimodal brain responses during movie watching"

brain

burnicu_musictherapy_signals

Opensurce code of electrophysiological signals (EEG, ECG, EMG) during Music therapy with adult burn patients in the Intensive Care Unit

deep-learning-for-bci

Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications

eeg-dataset-icu

OpenNeuro dataset - Dataset of electrophysiological signals (EEG, ECG, EMG) during Music therapy with adult burn patients in the Intensive Care Unit.

fmri-data

OpenNeuro dataset - Braille letters - fMRI

going_deeper

main_quest_2

mi-eeg-1d-cnn

A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm and a limited number of EEG channels. Paper: https://doi.org/10.1088/1741-2552/ac4430

pneumonia-detection-using-chest-x-rays

In this repo, I have analyzed 2D medical imaging data from the NIH Chest X-ray Dataset and train a CNN to classify a given chest x-ray for the presence or absence of pneumonia

signalprocessing

yoorahi

Config files for my GitHub profile.