Sun Nanbo

[Thomas Yeo @bttyeo]

Thanks to feedback from 8 different reviewers (!), our paper on latent factors underlying atrophy, cognitive and tau heterogeneity in AD dementia is finally out in @NeuroImage_EiC Free access (for 50 days): https://t.co/X0q9ykG6tf

@SunNanbo @mertrory Beth Mormino, Jianzhong Chen

[Thomas Yeo @bttyeo]

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: https://t.co/1tf5x0rilU

[Thomas Yeo @bttyeo]

1/2 Updated preprint (https://t.co/zvTao5Up3J) 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

[Thomas Yeo @bttyeo]

1/4 New preprint (https://t.co/bBzJZs1cNU) with @tangsy93 @SunNanbo @DoriFloris & Adriana Di Martino. Autism is well-known to be heterogeneous, but (categorical) subtypes miss out on continuous (dimensional) inter-individual variation. So we used a Bayesian model to ...

[Thomas Yeo @bttyeo]

M588: @pengwanghome's poster on inverting neural mass models: https://t.co/b6GRDrnYAz

T644: @csabaorban shows his work on time-of-day effects on global signal amplitude: https://t.co/hCPW3Lkvkd

T829: Distinct sleep, behavior & RSFC patterns in healthy subjects

2/3 #OHBM2019

[Thomas Yeo @bttyeo]

Come see our lab’s #OHBM2019 posters!

M068: @valeria_kebets shows her work on transdiagnostic hubs of Psychopathology from this preprint: https://t.co/7UMkN5sRmQ

M585: @rubykong92 shows her work on individual-specific areal-level parcellations

1/3

[Thomas Yeo @bttyeo]

W060: @SunNanbo's poster on atrophy, cognitive & tau heterogeneity in Alzheimer's disease from this preprint: https://t.co/F0vZR9VxpH

Th571: @pretty_Jingwei's poster on global signal regression improving behavior prediction: https://t.co/V67LNOsSU5

3/3 #OHBM2019

[Thomas Yeo @bttyeo]

1/6 Preprint https://t.co/VjZSic0wFq led by @pretty_Jingwei @rubykong92 with @AvramHolmes @getian107 @mertrory @R_Liegeois @csabaorban

Global signal regression (GSR) is highly controversial: it's great at removing global artifacts, but introduces negative correlations, etc

[Dustin Tran @dustinvtran]

An excellent synthesis of exciting research in bio, ML, and more. Highly recommend checking out the talks. I had a great time visiting.

[Jianxiao @Jadecci]

Congratulations @rubykong92!

[Thomas Yeo @bttyeo]

Preprint: https://t.co/kZrpYlgPLF 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

[Thomas Yeo @bttyeo]

Congrats to Dr. Ruby Kong @rubykong92 for her successful defense. Ruby is the first PhD from my lab. Special thanks to collaborators & examiners @INM7_ISN @AvramHolmes @mertrory @gordonneuro @AlexandSchaefer @zuoxinian @HelenJuanZhou @DanielMargulies @pretty_Jingwei @csabaorban

[Thomas Yeo @bttyeo]

https://t.co/sVKjwvjWrD We found 3 atrophy patterns that predict memory, language & executive function in late-onset AD. Results replicate in 2nd dataset. Atrophy-cognitive patterns were correlated with PET Tau spatial patterns in MCI participants @SunNanbo Beth Mormino @mertrory

[Sun Nanbo @SunNanbo]

@AirAsiaSupport Hi AirAsia, my booking number is FSGJ6K, full name is Sun Nanbo, email is [email protected] Will my flight (2018 Sep15th) be cancelled due to the KIX-OSAKA problem?

[Demis Hassabis @demishassabis]

Our latest work demonstrates how agents achieve human-level performance in a complex first-person multiplayer game, and can even collaborate with human teammates! https://t.co/0FEKQIVIi9

[Thomas Yeo @bttyeo]

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 https://t.co/Mum6MtN1AV

[Thomas Yeo @bttyeo]

3/4 #OHBM2018

#2621 Rajan shows that individual-specific resting-fMRI subspaces improve behavioral prediction

#2391 @hetong93 compares deep learning & kernel regression. PRNI best paper runner-up!

#2370 @RLiegeois_Neuro shows that dynamic & static FC encode distinct behaviors

[Thomas Yeo @bttyeo]

1/4 Come by our #OHBM2018 posters & discuss!

#2380: @rubykong92 presents her individual-specific network parcellations from this thread: https://t.co/2mlRTNqnk8

#2530: Dragana presents a new multisubject stochastic blockmodels with subject-varying cluster assignment

[Dorothea Floris @DoriFloris]

latest paper on network-specific sex differentiation in autism with @mengchuanlai, @meet10may et al. !
https://t.co/nrEtv3hUpf

[Thomas Yeo @bttyeo]

2/4 #OHBM2018

#1090: @SunNanbo found latent AD factors underlying cognitive, atrophy, tau heterogeneity

#1172: @tangsy93 found latent Autism factors with dissociable RSFC & behavior

#1411: @valeria_kebets found latent behavioral and RSFC components across mental disorders