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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 -
Defining the variety of cell types in developing and adult human kidneys by single-cell RNA sequencing2021 npj Regenerative Medicine article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Anika Schumacher, Maarten B. Rookmaaker, Jaap A. Joles, Rafael Kramann, Tri Quang Nguyen, Martijn van Griensven, +1 more
60citations -
A machine learning method for the discovery of minimum marker gene combinations for cell type identification from single-cell RNA sequencing2021 Genome Research preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Brian D. Aevermann, Yun Zhang, Mark A. Novotny, Mohamed Keshk, Trygve E. Bakken, Jeremy A. Miller, +4 more
96citations -
Transfer learning efficiently maps bone marrow cell types from mouse to human using single-cell RNA sequencing2020 Communications Biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access cited by 1 patent
Patrick S. Stumpf, Haruka Imanishi, Yuya Kunisaki, Yuichiro Semba, Timothy J. Noble, Rosanna C. G. Smith, +8 more
38citations -
Differential analysis of binarized single-cell RNA sequencing data captures biological variation2021 NAR Genomics and Bioinformatics article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Gerard A. Bouland, Ahmed Essam Mahfouz, Marcel J. T. Reinders
29citations -
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 -
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 -
Integrative Learning of Disentangled Representations from Single-Cell RNA-Sequencing Datasets2026 Computational and Structural Biotechnology Journal article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Claudio Novella-Rausell, Dorien J.M. Peters, Ahmed Essam Mahfouz
1citations -
Integrative learning of disentangled representations from single-cell RNA-sequencing datasets2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Claudio Novella-Rausell, Dorien J.M. Peters, Ahmed Essam Mahfouz
0citations -
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 -
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 -
Single-Cell RNA Sequencing Reveals mRNA Splice Isoform Switching during Kidney Development2020 Journal of the American Society of Nephrology article Biochemistry, Genetics and Molecular Biology RNA Research and Splicing Open access
Yishay Wineberg, Tali Hana Bar-Lev, Anna Futorian, Nissim Ben-Haim, Leah Armon, Debby Ickowicz, +9 more
24citations -
Cytosplore-Transcriptomics: a scalable inter-active framework for single-cell RNA sequenc-ing data analysis2020 Zenodo (CERN European Organization for Nuclear Research) dataset 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
0citations -
Cytosplore-Transcriptomics: a scalable inter-active framework for single-cell RNA sequenc-ing data analysis2020 Zenodo (CERN European Organization for Nuclear Research) dataset 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
0citations -
OP0243 SINGLE-CELL RNA SEQUENCING OF ACPA-ENRICHED B CELLS REVEALED A CD11c+ ATYPICAL B CELL GENE SIGNATURE IN RHEUMATOID ARTHRITIS2025 Annals of the Rheumatic Diseases conference-abstract Medicine Rheumatoid Arthritis Research and Therapies Open access
Yasuo Nagafuchi, Linda M. Slot, Deimantė Šimaitė, Aleida M. Bakker, Erik B. van den Akker, Tom W. J. Huizinga, +3 more
0citations -
Single-cell T-cell receptor sequencing of paired human atherosclerotic plaques and blood reveals autoimmune-like features of expanded effector T-cells2023 Atherosclerosis article Immunology and Microbiology Atherosclerosis and Cardiovascular Diseases Open access
Marie A.C. Depuydt, Frank H. Schaftenaar, Koen H.M. Prange, Arjan Boltjes, E. Hemme, L. Delfos, +12 more
6citations -
Single-cell RNA sequencing of human fetal epicardium reveals novel markers and regulators of EMT2020 European Heart Journal article Biochemistry, Genetics and Molecular Biology Congenital heart defects research Open access
T J Streef, Tessa van Herwaarden, Anke M. Smits, Marie‐José Goumans
0citations -
SECEDO: SNV-based subclone detection using ultra-low coverage single-cell DNA sequencing2022 Bioinformatics article Biochemistry, Genetics and Molecular Biology Cancer Genomics and Diagnostics Open access cited by 1 patent
Hana Rozhoňová, Daniel Danciu, Stefan G. Stark, Gunnar Rätsch, André Kahles, Kjong-Van Lehmann
9citations -
SECEDO: SNV-based subclone detection using ultra-low coverage single-cell DNA sequencing2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cancer Genomics and Diagnostics Open access
Hana Rozhoňová, Daniel Danciu, Stefan G. Stark, Gunnar Rätsch, André Kahles, Kjong-Van Lehmann
1citations -
Single-cell RNA sequencing analysis of the human fetal epicardium reveals several new genes involved in regulation of epicardial activation2024 Cardiovascular Research article Biochemistry, Genetics and Molecular Biology Congenital heart defects research Open access
Anke M. Smits, T J Streef, Els Groeneveld, Tessa van Herwaarden, Marie‐José Goumans
0citations