Dr Jose Bernal
@joseabernal.bsky.social
📤 48
📥 86
📝 21
Junior (Assistant) Professor | AIBE@FAU | CSVD & Neuroimaging | He/him
pinned post!
📢 New Preprint 📢 After 3 years of work, I’m proud to present DRIPS (Domain Randomisation for Image-based PVS Segmentation), a new method for accurate & generalisable perivascular space (PVS) segmentation across diverse MRI contrasts and resolutions.
@fau.de
@dzne.science
@svdresearch.bsky.social
add a skeleton here at some point
about 2 months ago
1
4
1
📢 New Preprint 📢 After 3 years of work, I’m proud to present DRIPS (Domain Randomisation for Image-based PVS Segmentation), a new method for accurate & generalisable perivascular space (PVS) segmentation across diverse MRI contrasts and resolutions.
@fau.de
@dzne.science
@svdresearch.bsky.social
add a skeleton here at some point
about 2 months ago
1
4
1
🚨 Hot off the press! 🚨 Our systematic review and meta-analysis on ML+CSVD for dementia diagnosis and prognosis has been published! An international collaboration, featuring @Valerie Lohner
@oparent.bsky.social
@helenagellersen.bsky.social
and many others.
doi.org/10.1186/s131...
@dzne.science
loading . . .
Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis - Alzheimer's Research & Therapy
Cerebral small vessel disease (CSVD) is a common neurological condition that contributes to strokes, dementia, disability, and mortality worldwide. We conducted a systematic review and meta-analysis t...
https://doi.org/10.1186/s13195-025-01815-6
4 months ago
1
4
3
📢 Hot off the press! 📢 Want to show that healthcare AI really works in everyday settings? Large-scale, multi-site studies are a powerful path forward. I’m thrilled to have joined this effort as part of the Colombian collaborator team.
doi.org/10.1038/s414...
@dzne.science
loading . . .
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge - Nature Communications
Federated learning (FL) algorithms have emerged as a promising solution to train models for healthcare imaging across institutions while preserving privacy. Here, the authors describe the Federated Tu...
https://doi.org/10.1038/s41467-025-60466-1
6 months ago
0
0
0
🚨New preprint 🚨 TL;DR Supporting cerebrovascular and mental health, along with staying cognitively engaged, may help preserve brain function and delay cognitive decline and dementia.
@dzne.science
add a skeleton here at some point
6 months ago
1
3
2
📢 Habemus preprint 📢 Our systematic review and meta-analysis on ML+vascular neuroimaging for dementia diagnosis and prognosis is out! Fantastic collaboration with @ValerieLohner,
@oparent.bsky.social
@helenagellersen.bsky.social
and many others! Check it out!
@dzne.science
add a skeleton here at some point
about 1 year ago
0
8
3
you reached the end!!
feeds!
log in
