Dominik Klepl (@dominikklepl) 's Twitter Profile
Dominik Klepl

@dominikklepl

Network neuroscience, graph theory, machine learning
PhD Student at Coventry University

ID: 2430477308

calendar_today06-04-2014 13:41:25

22 Tweet

42 Followers

121 Following

@IAmSciComm - On a Break! (@iamscicomm) 's Twitter Profile Photo

So proud of how far BioRender has come thanks to our incredible team. We launched 3 years ago w/ just a handful of icons and today we save scientists >1 million hrs every month (time otherwise spent in PPT) 🙏🏽 I hope this helps you in your next project! 💙biorender.com

Gael Varoquaux 🦋 (@gaelvaroquaux) 's Twitter Profile Photo

New preprint ✨: with [email protected] "How I failed machine learning in medical imaging - shortcomings and recommendations" arxiv.org/abs/2103.10292 We inspect what are the current roadblocks to the clinical impacts of machine learning research. ⬇️ 1/6

Micah G. Allen (@micahgallen) 's Twitter Profile Photo

Massively important paper both reassures fMRI as a tool to study (slow) brain networks, and finds that the (metabolic) body anticipates the brain's needs. nature.com/articles/s4158…

Massively important paper both reassures fMRI  as a tool to study (slow) brain networks, and finds that the (metabolic) body anticipates the brain's needs. nature.com/articles/s4158…
Santa Fe Institute (@sfiscience) 's Twitter Profile Photo

In a new Nature Communications paper incoming SFI Fellow Yuanzhao Zhang 章元肇 & former SFI External Prof Steven Strogatz show that allowing connection #patterns to change over #time makes it possible to #synchronize a #system more efficiently: santafe.edu/news-center/ne… #synchrony #synchronization

Fernando Rosas 🦋 (@_fernando_rosas) 's Twitter Profile Photo

“The specialist knows more and more about less and less and finally knows everything about nothing” (Konrad Lorenz) Then the multidisciplinary knows less and less about more and more and finally knows nothing about everything?

Dominik Klepl (@dominikklepl) 's Twitter Profile Photo

We have a new preprint out looking at cross-frequency interactions (measured with bispectrum) in Alzheimer's disease from network perspective

Fei He (@feiheuk) 's Twitter Profile Photo

Our EEG Energy Landscape & AD paper is now published at IEEE JBHI, Dominik Klepl ieeexplore.ieee.org/document/95169… Latest version of preprint: arxiv.org/abs/2102.09882 code: github.com/dominikklepl/A…

Dominik Klepl (@dominikklepl) 's Twitter Profile Photo

Our new paper about energy landscapes of Alzheimer's disease patients reconstructed from EEG got selected for the cover of the current issue of IEEE Journal of Biomedical and Health Informatics. ieeexplore.ieee.org/document/95169… Fei He

Our new paper about energy landscapes of Alzheimer's disease patients reconstructed from EEG got selected for the cover of the current issue of IEEE Journal of Biomedical and Health Informatics. ieeexplore.ieee.org/document/95169… <a href="/FeiHeUK/">Fei He</a>
Dominik Klepl (@dominikklepl) 's Twitter Profile Photo

What functional connectivity measure should you use for constructing brain networks when training Graph Neural Networks? We address this question in our new preprint. biorxiv.org/content/10.110… #EEG #neuroscience #NeuralNetworks

What functional connectivity measure should you use for constructing brain networks when training Graph Neural Networks? We address this question in our new preprint. biorxiv.org/content/10.110… #EEG #neuroscience #NeuralNetworks
Fei He (@feiheuk) 's Twitter Profile Photo

Our paper on EEG-based GNN for AD classification is out in IEEE TNSRE @TNSRE1 - it shows the powerfulness of GNN; we evaluated different functional connectivity measures & compared with ML/DL baseline models. Dominik Klepl ieeexplore.ieee.org/document/98783… #EEG #GNN #Alzheimer

Computational Science & Mathematical Modelling CSM (@covuni_csm) 's Twitter Profile Photo

CSM Researchers have share their findings on #Alzheimers. Fei He & Dominik Klepl attended the 44th IEEE Engineering Medicine and Biology Society Conference at Glasgow in July. Dominik presented his paper “Bispectrum-based Cross-frequency Functional Connectivity: Classification of #AlzheimerDisease”

CSM Researchers have share their findings on #Alzheimers.

<a href="/FeiHeUK/">Fei He</a> &amp; <a href="/DominikKlepl/">Dominik Klepl</a> attended the 44th <a href="/IEEEembs/">IEEE Engineering Medicine and Biology Society</a> Conference at Glasgow in July.

Dominik presented his paper “Bispectrum-based Cross-frequency Functional Connectivity: Classification of #AlzheimerDisease”
Coventry University Research and Innovation (@covuniresearch) 's Twitter Profile Photo

September is #WorldAlzheimersMonth & we'd like to congratulate our researchers Fei He & Dominik Klepl on their inspiring energy landscape concept which has uncovered a new approach to improve future diagnosis of Alzheimer’s Disease. 👏 Coventry University

September is #WorldAlzheimersMonth &amp; we'd like to congratulate our researchers <a href="/FeiHeUK/">Fei He</a> &amp; <a href="/DominikKlepl/">Dominik Klepl</a> on their inspiring energy landscape concept which has uncovered a new approach to improve future diagnosis of Alzheimer’s Disease. 👏 <a href="/covcampus/">Coventry University</a>
Computational Science & Mathematical Modelling CSM (@covuni_csm) 's Twitter Profile Photo

Applications are now open to join our fully-funded PhD Studentship on "Deep Learning on Neurophysiological Signals for Characterising Neurodegenerative Diseases" Start Date: September 2023 Click here to Apply ➡️coventry.ac.uk/research/resea…

Applications are now open to join our fully-funded PhD Studentship on "Deep Learning on Neurophysiological Signals for Characterising Neurodegenerative Diseases"

Start Date: September 2023

Click here to Apply ➡️coventry.ac.uk/research/resea…
Computational Science & Mathematical Modelling CSM (@covuni_csm) 's Twitter Profile Photo

Just wrapped up our first-ever PGR conference where students presented their research! A huge thank you to all our members for their contributions & making it an engaging event. The day was a resounding success, & we're already looking forward to the next one!

Just wrapped up our first-ever PGR conference where students presented their research! A huge thank you to all our members for their contributions &amp; making it an engaging event. The day was a resounding success, &amp; we're already looking forward to the next one!
Fei He (@feiheuk) 's Twitter Profile Photo

Interested in nonlinear dynamical system, brain network, EEG and dementia? - I have a fully-funded PhD open for Jan 2024. Send me your CV first please. (the candidate will work alongside a PDRA on my recent EPSRC grant) Computational Science & Mathematical Modelling CSM Coventry University Research and Innovation findaphd.com/phds/project/n…

Fei He (@feiheuk) 's Twitter Profile Photo

Our new paper is out with OA: Cross-Frequency Multilayer Network Analysis with Bispectrum-based Functional Connectivity: A Study of Alzheimer’s Disease. Credit to Dominik Klepl #Alzheimers #EEG #network Computational Science & Mathematical Modelling CSM sciencedirect.com/science/articl…