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Comparison of Resources and Methods to infer Cell-Cell Communication from Single-cell RNA Data2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Daniel Dimitrov, Dénes Türei, Charlotte Boys, James Shiniti Nagai, Ricardo O. Ramirez Flores, Hyojin Kim, +5 more
23citations -
GraphComm: A Graph-based Deep Learning Method to Predict Cell-Cell Communication in single-cell RNAseq data2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Emily So, Sikander Hayat, Sisira Kadambat Nair, Bo Wang, Benjamin Haibe‐Kains
13citations -
Cell-cell Communication Inference from Single-cell RNA-Seq Data: a Comparison of Methods and Resources2021 Research Square preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Daniel Dimitrov, Dénes Türei, Charlotte Boys, James Shiniti Nagai, Ricardo Ramirez Flores, Hyojin Kim, +5 more
3citations -
Fast model-free standardization and integration of single-cell transcriptomics data2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Yang Xu, Rafael Kramann, Rachel Patton McCord, Sikander Hayat
0citations -
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 -
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 -
scTopoGAN: unsupervised manifold alignment of single-cell data2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Akash Kumar Singh, Marcel J. T. Reinders, Ahmed Essam Mahfouz, Tamim Abdelaal
1citations -
CAVACHON: a hierarchical variational autoencoder to integrate multi-modal single-cell data2024 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Ping‐Han Hsieh, Ru-Xiu Hsiao, Katalin Ferenc, Anthony Mathelier, Rebekka Burkholz, Chien‐Yu Chen, +3 more
0citations -
Population-level comparisons of gene regulatory networks modeled on high-throughput single-cell transcriptomics data2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access
Daniel Osorio, Anna Capasso, S. Gail Eckhardt, Uma P. Giri, Alexander J. Somma, Todd M. Pitts, +8 more
2citations -
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 -
Benchmarking computational methods for B-cell receptor reconstruction from single-cell RNA-seq data2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Tommaso Andreani, Linda M. Slot, Samuel Gabillard, Carsten Struebing, Claus Reimertz, Yaligara Veeranagouda, +6 more
4citations -
Benchmarking Imputation Methods for Single-Cell RNA Sequencing Data Using Peripheral Blood Mononuclear Cells from Acute Myocardial Infarction Patients0citations
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Cytosplore-Transcriptomics: a scalable inter-active framework for single-cell RNA sequencing data analysis2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Tamim Abdelaal, Jeroen Eggermont, Thomas Höllt, Ahmed Essam Mahfouz, Marcel J. T. Reinders, Boudewijn P. F. Lelieveldt
2citations -
WALDO: community-Wide Annotation of γδ Lymphocytes in single-cell Data, Openly benchmarked2026 Zenodo (CERN European Organization for Nuclear Research) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Farid Keramati, Moosa Rezwani, Likai Tan, David Hamilton, Zheng Song, Tao Yang, +10 more
0citations -
mcBERT: Patient-Level Single-cell Transcriptomics Data Representation2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Benedikt von Querfurth, Johannes Lohmöller, Jan Pennekamp, Tore Bleckwehl, Rafael Kramann, Klaus Wehrle, +1 more
3citations -
Differential dropout analysis captures biological variation in single-cell RNA sequencing data2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Gerard A. Bouland, Ahmed Essam Mahfouz, Marcel J. T. Reinders
3citations -
SwarmMAP: Swarm Learning for Decentralized Cell Type Annotation in Single Cell Sequencing Data2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Oliver Lester Saldanha, Vivien Goepp, Hyojin Kim, Jie Ping Zhu, Rafael Kramann, Sikander Hayat, +1 more
1citations