Absolutely well deserved, congratulations Jack!
25.06.2025 18:20 β π 0 π 0 π¬ 0 π 0@jesseab.bsky.social
Neuro + data scientist, building radiata.ai - better brain biomarkers faster.
Absolutely well deserved, congratulations Jack!
25.06.2025 18:20 β π 0 π 0 π¬ 0 π 0When I first started working with resting state fMRI as a postdoc, there was a lot of skepticism about what we could learn from it. 20 years later, it's hard to imagine where the field of neuroscience would be without it. Here's a summary π§ www.nature.com/articles/s41...
28.05.2025 15:52 β π 161 π 77 π¬ 1 π 2Using the advances in the science of aging to prevent the major age-related diseases (no reversal of aging required) www.theguardian.com/world/2025/m... @theguardian.com
08.05.2025 12:54 β π 238 π 52 π¬ 6 π 2π΄ Our `Brain and AI` team at Meta has a new Research Engineer position in Paris to work on infrastructure and scale deep learning experimentations:
www.metacareers.com/jobs/1769841...
We'll favor industry experience or Github track record.
The scientific community needs to develop processes to support, hire and retain researchers whose work sits between traditional fields of study, writes @avramholmes.bsky.social
#neuroskyence
www.thetransmitter.org/future-of-fm...
Most people havenβt heard of this test, which is available in the US. It accurately predicts Alzheimerβs (not just if thereβs a risk, but when). It is modulated by exercise and likely other lifestyle factors.
Hereβs (almost) everything we know about it
erictopol.substack.com/p/the-breakt...
It's shocking how little is known about the brainstem red nucleus. In our new paper βThe human brainstemβs red nucleus was upgraded to support goal-directed actionβ out now in @naturecomms.bsky.social we show that current thinking on the red nucleus is in need of a serious upgrade. rdcu.be/ehbOy
10.04.2025 15:45 β π 68 π 33 π¬ 1 π 5Happy to share that our article βHuman lifespan changes in the brainβs functional connectomeβ is now published online at Nature Neuroscience @natureneuro.bsky.social !
Many thanks to all collaborators & data contributors, and the editor team & reviewers!
www.nature.com/articles/s41...
The Fredericks Lab! - with deliberately poor photoshopping of lab members who couldn't be there that day.
We are HIRING!! Postdoc for multimodal imaging lab at Yale. If you get excited about preclinical and prodromal states, atypical Alzheimerβs, graph theory, predictive modeling, and/or baked goods at lab meetings, come join us: postdocs.yale.edu/postdoctoral...
Please share with your circles!
100%. Chris Olah's interview with Lex is a good companion. www.youtube.com/watch?v=rini...
01.04.2025 17:08 β π 2 π 0 π¬ 0 π 0Proxies aren't the thing, the thing is the thing. Just don't forget what the "thing" is.
31.03.2025 21:13 β π 0 π 0 π¬ 0 π 0Is generalized epilepsy a seizure of the whole brain or a specific brain network?
In our new paper out now in @naturecomms.bsky.social, we investigate this by combining brain abnormalities and DBS with the human connectome.
Paper: nature.com/articles/s41...
A π§΅ below:
Looks right. Cool!
19.03.2025 16:41 β π 1 π 0 π¬ 0 π 0Can you see the decussation?
18.03.2025 22:01 β π 0 π 0 π¬ 1 π 0More to come on Hugging Face - a leaderboard, open models, and growing this dataset.
21.01.2025 19:03 β π 0 π 0 π¬ 0 π 0Scans are ready to go out of the box - denoised (CAT12), skull-stripped, and registered to standard space. Split into balanced train/validation/test sets.
21.01.2025 19:03 β π 0 π 0 π¬ 1 π 0Useful for building brain age models or Alzheimer's disease classifiers. Subjects (n=2607) come from across the lifespan (age 6-98) and Alzheimer's spectrum from five public datasets (radiata.ai/public-studies).
21.01.2025 19:03 β π 0 π 0 π¬ 1 π 0Here's a new open dataset of ~4000 processed brain structural MRIs from across the lifespan:
huggingface.co/datasets/rad...
Get it in three lines of code:
pip install datasets
from datasets import load_dataset
ds = load_dataset("radiata-ai/brain-structure", trust_remote_code=True)
Rethinking Brain Mechanisms in the Light of Evolution with Paul Cisek youtu.be/CnT7jaQX4X8?... - if you want to understand what brains are for (and their functional organisation), this is the way... ππ
18.01.2025 12:26 β π 198 π 48 π¬ 15 π 11Using a brainβcomputer interface to challenge monkeys to override their natural time courses of neural activity reveals that the time courses are highly robust, suggestive of network-level computational mechanisms
@aaronbatista.bsky.social and colleagues
www.nature.com/articles/s41...
Try it out at radiata.ai and let me know if you have any questions at contact@radiata.ai.
07.01.2025 18:31 β π 1 π 0 π¬ 0 π 0- compare models based on imaging-derived phenotypes or embeddings
- bring classification model feature weights back to the brain so you can validate their neuroanatomy
- harmonize private datasets to ~4000 publicly available scans to instantly boost your training/testing sample sizes
- explore models interactively, so you can quickly compare true positives versus false positives or find the optimal model cutoff
Here's how you can build classifiers for brain structural MRI data on radiata.ai.
www.youtube.com/watch?v=oDan...
We built this to make it easier to:
- set up and run machine learning models on the fly with no installs
- harmonize private datasets to ~4000 publicly available scans to instantly boost your training/testing sample sizes
- explore models interactively, so you can quickly compare true positives versus false positives or find the optimal model cutoff
Pretty amazing that we can now do regression with words and concepts (via LLM embeddings) as predictors.
arxiv.org/abs/2411.14708
We'd love to hear your thoughts at contact@radiata.ai.
18.11.2024 22:04 β π 0 π 0 π¬ 0 π 0Our brain biomarker engine is live at radiata.ai. Here's how you can use our interactive latent space to explore brain anatomy individual differences in structural MRI scans. www.youtube.com/watch?v=EaJy...
18.11.2024 22:04 β π 2 π 0 π¬ 1 π 0Enjoying this, giving me 1996 feels and hope for the next wave.
27.02.2024 22:20 β π 0 π 0 π¬ 0 π 0