Amanda Mejia
@mandymejia.bsky.social
Associate Professor of Statistics at Indiana University, statistical analysis of functional neuroimaging data, PI of the StatMIND lab
Yes, it totally is! I’m pumped to see AFNI making Bayesian modeling for fMRI widely accessible.
Is the “standard workflow” holding back fMRI analysis?
Mass-univariate analysis is still the bread-and-butter: intuitive, fast… and chronically overfitted. Add harsh multiple-comparison penalties, and we patch the workflow with statistical band-aids. No wonder the stringency debates never die.
Mass-univariate analysis is still the bread-and-butter: intuitive, fast… and chronically overfitted. Add harsh multiple-comparison penalties, and we patch the workflow with statistical band-aids. No wonder the stringency debates never die.
November 20, 2025 at 8:26 PM
Yes, it totally is! I’m pumped to see AFNI making Bayesian modeling for fMRI widely accessible.
Looking forward to #OHBM2025 in Brisbane next week! My lab is recruiting a postdoc & neuroimaging analyst/developer to support our NIH funded work in fMRI-based Alzheimer's biomarker development (NIA R01AG083919). Email or DM if you want to meet up in Brisbane! www.statmindlab.com/join-us
Home
What can we do with functional MRI data? For many years, fMRI has been used to discover population-level patterns of brain function, organization and connectivity, and to understand differences in t...
www.statmindlab.com
June 17, 2025 at 12:15 AM
Looking forward to #OHBM2025 in Brisbane next week! My lab is recruiting a postdoc & neuroimaging analyst/developer to support our NIH funded work in fMRI-based Alzheimer's biomarker development (NIA R01AG083919). Email or DM if you want to meet up in Brisbane! www.statmindlab.com/join-us
Had a blast talking with Andy Jahn about individualized neuroimaging analysis and Bayesian approaches on Andy’s BrainCast. Andy, thank you for being a wonderful and engaging host! youtu.be/nctWLaZWsQE?...
Bayesian Statistics and Individualized Neuroimaging | Amanda Mejia (Andy's BrainCast #005)
YouTube video by Andrew Jahn
youtu.be
June 10, 2025 at 4:56 PM
Had a blast talking with Andy Jahn about individualized neuroimaging analysis and Bayesian approaches on Andy’s BrainCast. Andy, thank you for being a wonderful and engaging host! youtu.be/nctWLaZWsQE?...
Transparency matters when reporting results in neuroimaging! arxiv.org/abs/2504.07824 This could be a landmark in setting publishing standards for interpretability/reproducibility. Stellar work by @afni-pt.bsky.social @fmri-today.bsky.social @brightmg.bsky.social @gangchen6.bsky.social et al.
April 12, 2025 at 1:13 AM
Transparency matters when reporting results in neuroimaging! arxiv.org/abs/2504.07824 This could be a landmark in setting publishing standards for interpretability/reproducibility. Stellar work by @afni-pt.bsky.social @fmri-today.bsky.social @brightmg.bsky.social @gangchen6.bsky.social et al.
Excited to be in Salt Lake City for our 2-week NIH training course in Advanced Statistics in Neuroimaging & Genetics! Today-tomorrow I'm teaching longitudinal & Bayesian modeling in neuroimaging to a stellar group of students. medicine.utah.edu/psychiatry/a...
Advanced Statistical Methods in Neuroimaging and Genetics
medicine.utah.edu
April 7, 2025 at 11:52 PM
Excited to be in Salt Lake City for our 2-week NIH training course in Advanced Statistics in Neuroimaging & Genetics! Today-tomorrow I'm teaching longitudinal & Bayesian modeling in neuroimaging to a stellar group of students. medicine.utah.edu/psychiatry/a...
Reposted by Amanda Mejia
2024 was the first full calendar year for Imaging Neuroscience @mitpress - 350 papers published.
We're proud of how the brain imaging community enthusiastically embraced open access non-profit publishing. Our aim is to be *your* journal.
Full size PDF: drive.google.com/file/d/1M170...
We're proud of how the brain imaging community enthusiastically embraced open access non-profit publishing. Our aim is to be *your* journal.
Full size PDF: drive.google.com/file/d/1M170...
December 29, 2024 at 9:20 AM
2024 was the first full calendar year for Imaging Neuroscience @mitpress - 350 papers published.
We're proud of how the brain imaging community enthusiastically embraced open access non-profit publishing. Our aim is to be *your* journal.
Full size PDF: drive.google.com/file/d/1M170...
We're proud of how the brain imaging community enthusiastically embraced open access non-profit publishing. Our aim is to be *your* journal.
Full size PDF: drive.google.com/file/d/1M170...
Come learn how easy & powerful spatial Bayesian fMRI modeling can be with the BayesfMRI package! Talk at 11:30 today in Hall D2, or stop by poster 1325. Demo link at statmindlab.com/software. #ohbm2024 @fmristats.bsky.social
Software
Read, write, visualize and manipulate surface and "grayordinate" neuroimaging file formats.
GitHub, CRAN, Neuroconductor
Vignette
statmindlab.com
June 26, 2024 at 1:56 AM
Come learn how easy & powerful spatial Bayesian fMRI modeling can be with the BayesfMRI package! Talk at 11:30 today in Hall D2, or stop by poster 1325. Demo link at statmindlab.com/software. #ohbm2024 @fmristats.bsky.social
Hey @ohbmtrainees.bsky.social, my lab statmindlab.com is recruiting for a postdoc and a neuroimaging data analyst / software developer. Message or email [email protected] if you're interested in meeting up during #OHBM2024!
Home
What can we do with functional MRI data? For many years, fMRI has been used to discover population-level patterns of brain function, organization and connectivity, and to understand differences in t...
statmindlab.com
June 24, 2024 at 9:05 AM
Hey @ohbmtrainees.bsky.social, my lab statmindlab.com is recruiting for a postdoc and a neuroimaging data analyst / software developer. Message or email [email protected] if you're interested in meeting up during #OHBM2024!