Commit c169d072 authored by Ying-Qiu Zheng's avatar Ying-Qiu Zheng
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udpate

parent 05dd1165
......@@ -12,11 +12,16 @@
* For now the basis only used information from resting state data of the subject and other subjects, maybe try to incorprate information from other subjects' task activation information?
### 2) using residual basis of the self subject and the coefficients of other subjects to make predictions
* Using residual bases to make prediction differentiates self from others more than using original basis
##### Using residual bases to make prediction differentiates self from others more than using original basis
* left panel: prediction using original basis; right panel: prediction using residual basis
<img src="figs/improv.png" width="49%"> <img src="figs/improv_reg.png" width="49%">
* ...and improves prediction accuracy
* but if add group effects back on:
<img src="figs/improv.png" width="49%"> <img src="figs/improv_reg.png" width="49%">
* so it is probably biased by group level effects...
##### using residual bases to make prediction also improves prediction accuracy
![](../2020MAR24/figs/model_accuracy.png)
* How to further improve the performance?
### 3) Amplitude prediction
![](../2020MAR24/figs/amplitude_prediction_hcp.png)
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