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Identification of Kidney Cell Types in Single-Cell RNA Sequencing and Single-Nucleus RNA Sequencing Data Using Machine-Learning Algorithms2024 Journal of the American Society of Nephrology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics
Siddharth Madapoosi, Adam Tisch, Jan Rosa, Sean F. Eddy, Abhijit S. Naik, Christine P. Limonte, +8 more
0citations -
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 -
Single cell ATAC-seq Mouse Kidney Data: Chromatin-accessibility estimation from single-cell ATAC data with scOpen2021 Zenodo (CERN European Organization for Nuclear Research) dataset Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Zhijian Li, Christoph Kuppe, Susanne Maria Ziegler, Mingbo Cheng, Nazanin Kabgani, Sylvia Menzel, +3 more
0citations -
Single cell ATAC-seq Mouse Kidney Data: Chromatin-accessibility estimation from single-cell ATAC data with scOpen2021 Zenodo (CERN European Organization for Nuclear Research) dataset Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Zhijian Li, Christoph Kuppe, Susanne Maria Ziegler, Mingbo Cheng, Nazanin Kabgani, Sylvia Menzel, +3 more
0citations -
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 -
Comparison of methods and resources for cell-cell communication inference from single-cell RNA-Seq data2022 Nature Communications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access cited by 1 patent
Daniel Dimitrov, Dénes Türei, Martín Garrido‐Rodríguez, Paul L Burmedi, James Shiniti Nagai, Charlotte Boys, +7 more
670citations -
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 -
Eleven grand challenges in single-cell data science2020 Genome biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access cited by 2 patents
David Laehnemann, Johannes Köster, Ewa Szczurek, Davis James McCarthy, Stephanie C. Hicks, Mark D. Robinson, +45 more
1,504citations -
A Comprehensive Workflow for Applying Single-Cell Clustering and Pseudotime Analysis to Flow Cytometry Data2020 The Journal of Immunology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Janine E. Melsen, Monique M. van Ostaijen-ten Dam, Arjan C. Lankester, Marco W. Schilham, Erik B. van den Akker
56citations -
MeDUSA: Taming your metabolic data sets using an R-package for data processing of Direct Infusion Untargeted Single-Cell Analysis0citations
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MeDUSA: Taming your metabolic data sets using an R-package for data processing of Direct Infusion Untargeted Single-Cell Analysis0citations
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Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data2020 Life Science Alliance article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Jovan Tanevski, Thin Nguyen, Buu Minh Thanh Truong, Nikos Karaiskos, Mehmet Eren Ahsen, Xinyu Zhang, +32 more
25citations -
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 -
MASI enables fast model-free standardization and integration of single-cell transcriptomics data2023 Communications Biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Yang Xu, Rafael Kramann, Rachel Patton McCord, Sikander Hayat
4citations -
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 data2023 Bioinformatics Advances article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Akash Kumar Singh, Kirti Biharie, Marcel J. T. Reinders, Ahmed Essam Mahfouz, Tamim Abdelaal
6citations -
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