
Dominik Klepl
@dominikklepl
Network neuroscience, graph theory, machine learning
PhD Student at Coventry University
ID: 2430477308
06-04-2014 13:41:25
22 Tweet
42 Followers
121 Following




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


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



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…



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

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”


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




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…

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…

New preprint: our survey paper on GNN-based EEG classification is out. Another excellent piece of work from Dominik Klepl. Computational Science & Mathematical Modelling CSM arxiv.org/abs/2310.02152
