After 3yrs of gestating as a PhD student, I’m introducing “Parallel Hippocampal-Parietal Circuits for Self- and Goal-oriented Processing”. My 1st paper out of my PhD is the result of 3yrs of failing better. Here to normalize that sometimes it takes a while.https://t.co/WtxAjZP46Q
After a long and interesting journey, our latest HMM paper found its home in @SciReports. Results show that transient neural states, identified through hidden Markov modelling of rsfMRI data, were linked to different patterns of thinking at rest. (1/5) https://t.co/PQ7pVuIOgw
Updated draft, "Towards an information theoretical description of communication in brain networks". https://t.co/WpWkx3pjFV. Improved null model to define communication regimes. Great work led by @Enri_amico , with @KausarJaffary@DuyDuongTran1@uttara_tipnis@JarekHarezlak
Does #significance coincide with successful #prediction in #biomedicine? Our latest paper:
https://t.co/6m95ORldB9
combining massive empirical data simulations and real-world clinical datasets. Joint work with @dngman @BertrandThirion
Thread:👇🏽👇🏿👇 -viz powered by @matplotlib
Men are more likely than women to develop Parkinson’s disease, and tend to have more severe symptoms. Tremblay, Abbasi et al. show that patterns of neurodegeneration also differ between male and female patients. https://t.co/iqyM18HkJq
Great, highly relevant work comparing naturalistic stimuli & resting-fMRI
The authors (rightfully) highlight reliability of movie-evoked brain states across subjects & sessions
But what about the left part? Resting-state is a random mess of states 😬
https://t.co/hy6dPhKZ76
This should become an important resource for everybody interested in cross-species comparison:
High-resolution structural, functional, & diffusion MRI from over >100 macaques & marmosets
+ invasive tract-tracing data
+ cell-type immunocytochemy
https://t.co/gHFNQTbfea
Using dimensionality reduction techniques @mikio_aoi, @ValerioMante, and @jpillowtime disentangle the contributions of different task variables to neural population activity. https://t.co/CT3PcawW9u
Phenomenal work from our lab & collaborators led by @jchen_ML_Psy:
Connectivity patterns of task-defined networks allow individual prediction of dimensional schizophrenia psychopathology & link to molecular architecture
Short thread on the highlights ⤵️
https://t.co/HycCnuKTIp
Our paper on the performance of uniform shrinkage, lasso, ridge and Firth's logistic regression for prediction modeling is now in print
TL;DR: penalization does not compensate for a too small sample size
https://t.co/8ufiwTIz7K
Lab’s latest out: "A whole-brain and cross-diagnostic perspective on functional brain network dysfunction". High connectome similarity with healthy groups for autism, ADHD & schizophrenia questions assumption of large brain system changes https://t.co/OSwHdDvsgd A 🧵
Multiscale communication in cortico-cortical networks | https://t.co/qInL3J56GU
Led by @VinceBazz w/ @reindervosdwael @BorisBernhardt
Which areas prefer to communicate locally, and which prefer to communicate globally? Details after the jump⤵️
It's out now https://t.co/vGyt2YdQQw! Cross-species alignment based on the functional gradients using joint-embedding and revealed the evolutionary hierarchy.
For those that missed it until now:
Check out the amazing YouTube channel featuring the @MGHMartinos Brain Map Seminar series !
54 amazing talks covering brain imaging, cognitive neuroscience & modeling
Happy to have provided a contribution, too:
https://t.co/VgOeu0nQv1
Quite amazing work in "brain reading"
Reconstruction of static faces presented to the subjects from visual activity as measured by fMRI, mainly relying on the ventral visual cortex
@tyrell_turing@neuro_data
https://t.co/NnOdTRtFsX
Network Neuroscience 2020, Vol. 4, No. 3, pp. 788–806
Timescales of spontaneous fMRI fluctuations relate to structural connectivity in the brain
https://t.co/I3KuTy7WBj
by @bendfulcher@AFornito@LindenParkes et al
Latest lab work in @naturemethods. We demonstrate a method for characterizing timecourses in fMRI and exploit this to grapple with the effects of "draining veins". https://t.co/6qdrlsp6Ng