Andrea Santoro
andreasantoro.bsky.social
Andrea Santoro
@andreasantoro.bsky.social
Researcher @ CENTAI - MSCA Fellow
Pinned
🧠 Want to understand how different higher-order methods compare in brain connectivity analysis?

Check out our new preprint — a fantastic collab with past & present NPL members @lordgrilo.bsky.social :
🔗 www.biorxiv.org/content/10.1...
A thread🧵
Latest work at #EUSIPCO25!🚀
We bring Topological Signal Processing to the brain 🧠 — showing that edge-based approaches outperform classical GSP in task decoding.

Great collab with M.Nurisso & @lordgrilo.bsky.social 🙌
Paper 👉 eusipco2025.org/wp-content/u...

#Neuroimaging #SignalProcessing #TSP
September 9, 2025 at 10:25 AM
Reposted by Andrea Santoro
Next week (on the 15th and 16th), with @yasserroudi.bsky.social and Federico Turkheimer we will organize a workshop on the "The Topology of Human and Synthetic Minds"

Please do join us!
(Registration is free but required for access/catering!)

lordgrilo.github.io/topology-nat...
The Topology of Human and Synthetic Minds - Workshop
lordgrilo.github.io
September 9, 2025 at 7:40 AM
Reposted by Andrea Santoro
🚨🚨 New preprint just dropped! In collaboration with @colltoaction.bsky.social, Cliff Joslyn, @fralotito.bsky.social, Audun Myers, Joshua Pickard, Brenda Praggastis, and Przemysław Szufel, we define a new data sharing standard for higher-order networks. arxiv.org/abs/2507.11520
July 17, 2025 at 1:35 PM
Reposted by Andrea Santoro
Thrilled to finally share a huge piece of my PhD project!
Our paper “The Topological Architecture of Brain Identity” is now out on bioRxiv: biorxiv.org/content/10.1... 🧵 1/n
June 30, 2025 at 2:45 PM
🧠 Want to understand how different higher-order methods compare in brain connectivity analysis?

Check out our new preprint — a fantastic collab with past & present NPL members @lordgrilo.bsky.social :
🔗 www.biorxiv.org/content/10.1...
A thread🧵
June 27, 2025 at 7:47 AM
Reposted by Andrea Santoro
New pre-print just dropped, with @doctorjosh.bsky.social, @alicepatania.bsky.social, and Pedro Mediano.

In it we ask: when an algebraic topologist and an information theorist talk about "higher-order" structure, are they talking about the same thing?

A 🧵1/n

arxiv.org/abs/2504.10140
The topology of synergy: linking topological and information-theoretic approaches to higher-order interactions in complex systems
The study of irreducible higher-order interactions has become a core topic of study in complex systems. Two of the most well-developed frameworks, topological data analysis and multivariate informatio...
arxiv.org
April 15, 2025 at 11:38 AM
Reposted by Andrea Santoro
Connectome architecture favours within-module diffusion and between-module routing.

Really cool multi-species work from Caio Seguin on module-defined communication policies in connectomes!

www.biorxiv.org/content/10.1...
February 12, 2025 at 4:31 PM
Reposted by Andrea Santoro
Wastewater from airplane toilets?
We introduce a global Aircraft-Based Wastewater Surveillance Network (WWSN) for pandemic monitoring in Nature Medicine 🔗 doi.org/10.1038/s415...

Aircraft-based wastewater surveillance allows for real-time, non-invasive monitoring of global pathogen spread
Short 🧵
Pandemic monitoring with global aircraft-based wastewater surveillance networks - Nature Medicine
By simulating the implementation of airport-based wastewater surveillance sites at the global level, a modeling study shows how this early warning system would perform in identifying sources of pandem...
doi.org
February 12, 2025 at 11:56 AM
Thrilled to announce that I've been awarded a #MSCA fellowship! I'll continue my work at CENTAI in Turin with @lordgrilo, while collaborating with the NERV team in Paris with @DeVicoFallani at the intersection of neuroscience & higher-order interactions. Thanks to everyone who supported me!
February 12, 2025 at 4:21 PM
Reposted by Andrea Santoro
Also! The symposium on higher-order interactions, chaired by @manishsaggar.bsky.social and @lordgrilo.bsky.social, was accepted.

Absolute must-attend if you're at OHBM 2025, with talks from: @popeme.bsky.social, @andreasantoro.bsky.social, and @novelli-leo.bsky.social!

@ohbmofficial.bsky.social
February 4, 2025 at 5:22 PM
Reposted by Andrea Santoro
And here we go! First position on my ERC grant is officially open. Fully funded 3.5 years PhD position at NetSI London working with me and the @nplab.bsky.social on modeling and reconstructing higher-order systems.
Application deadline: 16th February 2025.
Bring your A game!
January 27, 2025 at 11:41 AM
Reposted by Andrea Santoro
Higher-order connectomics of human brain function reveals local topological signatures of task decoding, individual identification, and behavior www.nature.com/articles/s41...
Higher-order connectomics of human brain function reveals local topological signatures of task decoding, individual identification, and behavior - Nature Communications
Here, the authors perform a higher-order analysis of fMRI data, revealing that accounting for group interactions greatly enhances task decoding, brain fingerprinting, and brain-behavior associations c...
www.nature.com
November 27, 2024 at 8:54 AM
Really happy to share that our latest work on "Higher order connectomics of human brain function" is now out in NatComms @naturecomms.bsky.social. One of the most fun projects that I've worked on! Big thanks to the friends involved F Battiston, M Lucas, @lordgrilo.bsky.social, E Amico doi.org/nt34
Higher-order connectomics of human brain function reveals local topological signatures of task decoding, individual identification, and behavior - Nature Communications
Here, the authors perform a higher-order analysis of fMRI data, revealing that accounting for group interactions greatly enhances task decoding, brain fingerprinting, and brain-behavior associations c...
www.nature.com
November 28, 2024 at 9:35 AM
Reposted by Andrea Santoro
Apropos nothing: my generic "how to be a good reviewer" advice that I give my students when we co-review papers. (Reposted from the bad place)
February 20, 2024 at 10:41 PM