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Clustering-based model reduction for glioma graph networks2025 SPIE Medical Imaging: Clinical and Biomedical Imaging conference-paper Neuroscience Functional Brain Connectivity Studies
Petar Mlinarić, Zlatko Sokolikj, Gokul Talla, Uwe H. Meyer-Baese, Andreas Stadlbauer, Hagen Malberg, +3 more
0citations -
GraphHDBSCAN*: Graph-based Hierarchical Clustering on High Dimensional Single-cell RNA Sequencing Data2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Seyed Ardalan Ghoreishi, Aleksandra Szmigiel, James Shiniti Nagai, Ivan G. Costa, Arthur Zimek, Ricardo J. G. B. Campello
1citations -
scACCorDiON: a clustering approach for explainable patient level cell–cell communication graph analysis2025 Bioinformatics article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
James Shiniti Nagai, Tiago Maié, Michael T. Schaub, Ivan G. Costa
3citations -
On the benchmarking of clustering algorithms and hyperparameter influence for cell type detection in single-cell RNA sequencing data2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Aleksandra Szmigiel, Ivan G. Costa, Ricardo J. G. B. Campello
2citations -
SCHNEL: scalable clustering of high dimensional single-cell data2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Tamim Abdelaal, Paul de Raadt, Boudewijn P. F. Lelieveldt, Marcel J. T. Reinders, Ahmed Essam Mahfouz
9citations -
SCHNEL: Scalable clustering of high dimensional single-cell data2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Tamim Abdelaal, Paul de Raadt, Boudewijn P. F. Lelieveldt, Marcel J. T. Reinders, Ahmed Essam Mahfouz
2citations -
LoGCC: Local-to-Global Correlation Clustering for Scalar Field Ensembles2025 IEEE Transactions on Visualization and Computer Graphics article Computer Science Data Visualization and Analytics Open access
Nicolas F. Chaves-de-Plaza, Renata G. Raidou, Prerak Mody, Marius Staring, René van Egmond, Anna Vilanova, +1 more
0citations -
Graph theory for the analysis of micro-electrode array recordings of human brain slices – framework and benchmarking2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access
Jonas Ort, Victoria Sofie Witzig, Aniella Bak, Jan Heckelmann, Ann-Kathrin Roeb, Hussam Hamou, +5 more
0citations -
Explainable LiDAR 3D Point Cloud Segmentation and Clustering for Detecting Airplane-Generated Wind Turbulence2025 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) conference-paper Computer Science Advanced Neural Network Applications Open access
Shuzhou Yuan, Michael Färber, Marius Brennfleck, Niklas Wartha, Anton Stephan
1citations -
GEval: A Modular and Extensible Evaluation Framework for Graph Embedding Techniques2020 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks Open access
Maria Angela Pellegrino, Abdulrahman Altabba, Martina Garofalo, Petar Ristoski, Michael Cochez
19citations -
Cluster extent inference revisited: quantification and localisation of brain activity2023 Journal of the Royal Statistical Society Series B (Statistical Methodology) article Neuroscience Functional Brain Connectivity Studies Open access
Jelle J. Goeman, Paweł Górecki, Ramin Monajemi, Xu Chen, Thomas E. Nichols, Wouter D. Weeda
7citations -
Clustering identifies endotypes of traumatic brain injury in an intensive care cohort: a CENTER-TBI study2022 Critical Care article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access cited by 1 patent
Cecilia A. I. Åkerlund, Nino Stocchetti, Ewout Willem Steyerberg, David K. Menon, Ari Ercole, David Nelson, +88 more
90citations -
Atlas-scale spatially aware clustering with support for 3D and multimodal data using SpatialLeiden2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Niklas Müller‐Bötticher, Alexander Malt, Paul Kießling, Roland Eils, Christoph Kuppe, Naveed Ishaque
0citations