Machine Learning and Mental Health Lab (@mlmh_lab) profile picture

We use machine learning and digital technologies to better understand mental health disorders. Our main projects: https://teapawt.org/t.co/OmbmQZMrP2 https://teapawt.org/t.co/UTWPh7TwFJ

London @KingsIoPPN
Joined February 2020
If you’re a psychologist, psychiatrist or neuroscientist looking to learn about machine learning applications to brain disorders check out our new book! Written by experts in the field and with a tutorial in Python to get you started! elsevier.com/books/machine-l…
4
7
Our review and meta-analysis on machine learning for predicting who will benefit from CBT has been just published in Clinical Psychology Review! @sandra___vieira @raquelg_18 sciencedirect.com/science/ar…
1
6
Machine Learning and Mental Health Lab retweeted
**New position** Our team is hiring a postdoc to work on a AI tool to detect brain-based disorders. If you're interested or have any questions please message me or the @mlmh_lab. Please share with anyone that may be interested! @KingsIoPPN @KingsJobs bit.ly/3mP0klT
2
3
The MLMH lab is hiring! We are looking for a postdoc interested in machine learning/deep learning applications to structural MRI in psychiatric and neurological disorders. Please rt. jobs.kcl.ac.uk/gb/en/job/047…
1
1
Interested in brain age but not sure how to analyse your data? Our most recent paper in @OHBM tests different pipelines and provides recommendations! Check out the paper highlights by one of the study leads @Warvito (link to code included below!)
Check out our new paper comparing different methods and preprocessing to predict brain age w/ Lea Baecker @jessdafflon @pfdacosta Rafael Garcia-Dias @sandra___vieira Cristina Scarpazza @vdcalhoun João Sato Andrea Mechelli @mlmh_lab onlinelibrary.wiley.com/doi/…
6
6
Our very own @sandra___vieira has been awarded the prestigious and highly competitive Sir Henry Wellcome Postdoctoral Fellowship from the @wellcometrust to develop predictive models in early psychosis. Congradualtions Sandra!🥳@KingsIoPPN @PSYSCANproject
5
3
24
Machine Learning and Mental Health Lab retweeted
I don't have a large twitter following, but some of you might be able to help spread the word of my experience getting the Pfizer Covid vaccine today.
2
4
1
12
Machine Learning and Mental Health Lab retweeted
The @PSYSCANproject is hiring! The data manager will have a key role in the project. Excellent opportunity to work in one of the largest and most exciting projects in psychosis. Pls RT jobs.kcl.ac.uk/gb/en/job/012…
5
6
Machine Learning and Mental Health Lab retweeted
If you’re a psychologist, psychiatrist or neuroscientist looking to learn about machine learning applications to brain disorders check out our new book! Written by experts in the field and with a tutorial in Python to get you started! elsevier.com/books/machine-l…
4
7
Machine Learning and Mental Health Lab retweeted
Come and join us for 5-day winter school on modern statistical approaches to MRI data! Learn from world experts in lovely Padua and/or remotely (TBD) about MRI, fMRI, connectivty, machine learning and more! For more details see dpss.unipd.it/winter-school-… Pls RT
We are thrilled to announce the first edition of the International Winter School “MRInference: from data to knowledge” February 15-19th, 2021 dpss.unipd.it/winter-school-… #fmri #mri #unipd #academia #phd #neuroscience #statistics
5
10
The final version of our new paper is now out @NeuroImage_EiC! Scanner Harmonization for unseen scanners. Well done @Don_Rafael! sciencedirect.com/science/ar…
1
2
5
Machine Learning and Mental Health Lab retweeted
1 week left to apply!
Excited to advertise a 1 year Post-Doc position to develop markers of psychotic disorders from transcribed speech data. We'll be using Natural Language Processing & Network Science approaches. Please share/message me any qu.s! @turinginst @psychiatry_ucam jobs.cam.ac.uk/job/26048/
5
4
Machine Learning and Mental Health Lab retweeted
The Machine Learning Team at NIMH is hiring a machine learning research scientist: nih-fmrif.github.io/ml/index… We help NIMH scientist use machine learning to solve research problems. We have amazing datasets, technical resources, and collaborators! Please RT or repost, thank you!
Several approaches have been developed to harmonise MRI data from different known scanners. But what about hamonising data from unknown and unseen scanners? Check-out our lab’s latest paper led by @Don_Rafael sciencedirect.com/science/ar…
2
4
Machine Learning and Mental Health Lab retweeted
Excited to advertise a 1 year Post-Doc position to develop markers of psychotic disorders from transcribed speech data. We'll be using Natural Language Processing & Network Science approaches. Please share/message me any qu.s! @turinginst @psychiatry_ucam jobs.cam.ac.uk/job/26048/
2
26
2
29
Machine Learning and Mental Health Lab retweeted
0/7 The preprint of our recent work on “Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data” is available at arxiv.org/abs/2005.12055. #MICCAI2020 @amarquand @HesterHuijsdens @dinga92 @ThomasWolfers @MaartenMennes @oleaandreassen @larswestlye
1
14
2
38
Machine Learning and Mental Health Lab retweeted
6/7 Using a large dataset of 7499 participants aggregated across 33 scanners, we experimentally demonstrate the superiority of HBR in estimating the predictive posterior distribution compared to trivial pooling and ComBat harmonization.
1
2
3