Skip to content
/ KeyboardTapParkinson-sDetection Public

This is a playground for testing multiple features extracted from patient keyboard tap data provided by the

0 stars 0 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

Mico52000/KeyboardTapParkinson-sDetection

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
.ipynb_checkpoints
.ipynb_checkpoints
 
 
__pycache__
__pycache__
 
 
data_MIT-CS1PD
data_MIT-CS1PD
 
 
data_MIT-CS2PD
data_MIT-CS2PD
 
 
Confusion matrix SDI logistic regression.png
Confusion matrix SDI logistic regression.png
 
 
FFNN.svg
FFNN.svg
 
 
GT_DataPD_MIT-CS1PD.csv
GT_DataPD_MIT-CS1PD.csv
 
 
GT_DataPD_MIT-CS2PD.csv
GT_DataPD_MIT-CS2PD.csv
 
 
KeyboardData.csv
KeyboardData.csv
 
 
KeyboardData2.csv
KeyboardData2.csv
 
 
KeyboardData3.csv
KeyboardData3.csv
 
 
KeyboardtapNN.ipynb
KeyboardtapNN.ipynb
 
 
NoPCA_SDi+afTAPClassification+dexterity.ipynb
NoPCA_SDi+afTAPClassification+dexterity.ipynb
 
 
NoPCA_SDi+afTAPClassification.ipynb
NoPCA_SDi+afTAPClassification.ipynb
 
 
PCA+SDi+afTAP+dexterityClassification.ipynb
PCA+SDi+afTAP+dexterityClassification.ipynb
 
 
README.md
README.md
 
 
SDi+afTAP+dexterityClassification+hists.ipynb
SDi+afTAP+dexterityClassification+hists.ipynb
 
 
SDi+afTAP+dexterityClassification+histsVotingClassifier.ipynb
SDi+afTAP+dexterityClassification+histsVotingClassifier.ipynb
 
 
SDi+sTAPClassification.ipynb
SDi+sTAPClassification.ipynb
 
 
SDi+sknewness+dexterityClassification.ipynb
SDi+sknewness+dexterityClassification.ipynb
 
 
SDi+sknewnessClassification.ipynb
SDi+sknewnessClassification.ipynb
 
 
SDi+typingspeedClassification.ipynb
SDi+typingspeedClassification.ipynb
 
 
SDiClassification-splitDatasets.ipynb
SDiClassification-splitDatasets.ipynb
 
 
SDiClassification.ipynb
SDiClassification.ipynb
 
 
Tools.ipynb
Tools.ipynb
 
 
VtoingClassifier.ipynb
VtoingClassifier.ipynb
 
 
bagging classifier cm.png
bagging classifier cm.png
 
 
discrepency between SD index results.png
discrepency between SD index results.png
 
 
exp_cnn_kernel.png
exp_cnn_kernel.png
 
 
gradient boosting machine.png
gradient boosting machine.png
 
 
hit_time_series-1DConv-Copy1.ipynb
hit_time_series-1DConv-Copy1.ipynb
 
 
hit_time_series-1DConv-gridsearchcv-Copy1.ipynb
hit_time_series-1DConv-gridsearchcv-Copy1.ipynb
 
 
hit_time_series-1DConv-gridsearchcv.ipynb
hit_time_series-1DConv-gridsearchcv.ipynb
 
 
hit_time_series-1DConv.ipynb
hit_time_series-1DConv.ipynb
 
 
hit_time_series-crossval.ipynb
hit_time_series-crossval.ipynb
 
 
hit_time_series.ipynb
hit_time_series.ipynb
 
 
multichannel.png
multichannel.png
 
 
nqDataLoader.py
nqDataLoader.py
 
 
voting classifier normalize cm.png
voting classifier normalize cm.png
 
 

Repository files navigation

KeyboardTapParkinson-sDetection

This is a playground for testing multiple features extracted from patient keyboard tap data provided by the neuroQWERTY MIT-CSXPD Dataset In the various python notebooks different feature extraction, preprocessing techniques and classifications methods are used

About

This is a playground for testing multiple features extracted from patient keyboard tap data provided by the

Resources

Readme
Activity

Stars

0 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages