Tong He retweeted
1/5 Our new preprint doi.org/10.1101/2020.08.10.2… uses meta-learning to boost functional connectivity based prediction of *NEW* phenotypes in small samples. We achieve 100%-400% improvements in many scenarios!
@hetong93 @AvramHolmes @anlijuncn @danilobzdok @AvramHolmes @INM7_ISN
Tong He retweeted
2/2 all algorithms dramatically improved when sample size increased from 100 to 1000. Improvement was smaller, but still significant, when sample size increased from 1000 to 5000 subjects. KRR was competitive at all sample sizes.
Publicly available code: github.com/ThomasYeoLab/CBIG…
Tong He retweeted
1/2 Updated preprint (biorxiv.org/content/10.1101/…) showing that kernel regression and DNNs have equal performance for RSFC behavioral prediction. In this version, we found that ...
@hetong93 @rubykong92 @danilobzdok @INM7_ISN @mertrory @AvramHolmes
Preprint: biorxiv.org/content/early/20… We compare kernel regression with deep neural networks (DNNs) for functional connectivity behavioral prediction using ~10,000 participants. Hint: DNNs do not perform better
@hetong93 @rubykong92 @danilobzdok @INM7_ISN @mertrory @AvramHolmes
Tong He retweeted
Preprint: biorxiv.org/content/early/20… We compare kernel regression with deep neural networks (DNNs) for functional connectivity behavioral prediction using ~10,000 participants. Hint: DNNs do not perform better
@hetong93 @rubykong92 @danilobzdok @INM7_ISN @mertrory @AvramHolmes
Tong He retweeted
Are personality and brain structure shaped by similar genetic processes? Find out at @sofievalk's poster 1638 #OHBM2018 teapawt.net/sofievalk/status/10089…
Tong He retweeted
4/4 #OHBM2018
#2259: Minh shows that recurrent neural networks can predict AD progression 5 years into the future
#2499: @Jadecci shows off her MNI152-fsaverage mapping from this thread teapawt.net/bttyeo/status/99837568…
Want to map group activation or meta-analytic maps from MNI to fsaverage? Want to map fsaverage parcellations to MNI? Want to map Julich architectonic areas from Colin27 to fsaverage? Our paper is out doi.org/10.1002/hbm.24213 Preprint doi.org/10.1101/302794 Congrats to @Jadecci
Tong He retweeted
1/4 Come by our #OHBM2018 posters & discuss!
#2380: @rubykong92 presents her individual-specific network parcellations from this thread: teapawt.net/bttyeo/status/10060897…
#2530: Dragana presents a new multisubject stochastic blockmodels with subject-varying cluster assignment
1/6 Thread on new work. Free access: academic.oup.com/cercor/adva…
(1) Our method greatly improves individuals' parcellations (2) Individual-specific network topography can predict behavior [cont…]
@rubykong92 @AlexandSchaefer @zuoxinian @INM7_ISN @mertrory @AvramHolmes @csabaorban
