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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 -
Community-driven ELIXIR activities in single-cell omics2022 F1000Research article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Paulo Czarnewski, Ahmed Essam Mahfouz, Raffaele Calogero, Patricia M. Palagi, Laura Portell-Silva, Asier Gonzalez‐Uriarte, +21 more
11citations -
Hyperpathway: visualizing organization of pathway-molecule enriched interactions in omics studies via hyperbolic bipartite network embedding2026 npj Systems Biology and Applications article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Ilyes Abdelhamid, Ziheng Liao, Yuchi Liu, Armel Lefebvre, Carlo Vittorio Cannistraci
0citations -
Abstract A051: Multi-omic explainable machine learning improves cancer treatment outcome prediction2025 Clinical Cancer Research conference-abstract Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies
Khoa Anh Tran, Venkateswar Addala, Lambros T. Koufariotis, Jia Zhang, Scott Wood, Conrad Leonard, +10 more
2citations -
Explainable multi-view framework for dissecting intercellular signaling from highly multiplexed spatial data2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Jovan Tanevski, Ricardo O. Ramirez Flores, Attila Gábor, Denis Schapiro, Julio Sáez-Rodríguez
28citations -
CPMsi: a data-driven Computational Pipeline for fast, large-scale Mass Spectrometry Imaging analysis2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Chemistry Mass Spectrometry Techniques and Applications Open access
Paola Tasca, И. В. Сидоров, Hans Dalebout, Nina Ogrinc, Ron M. A. Heeren, Manfred Wuhrer, +5 more
0citations -
Multi-omic analyses in immune cell development with lessons learned from T cell development2023 Frontiers in Cell and Developmental Biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Martijn Cordes, Karin Pike‐Overzet, Erik B. van den Akker, Frank J. T. Staal, Kirsten Canté-Barrett
9citations -
Integrated intra- and intercellular signaling knowledge for multicellular omics analysis2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Dénes Türei, Alberto Valdeolivas, Lejla Gul, Nicolàs Palacio‐Escat, Olga Ivanova, Attila Gábor, +3 more
36citations -
Dynamic data-driven meta-analysis for prioritisation of host genes implicated in COVID-192020 Scientific Reports article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Nick Parkinson, Natasha Rodgers, Max Head Fourman, Bo Wang, Marie Zechner, Maaike C. Swets, +5 more
50citations -
Explainable multiview framework for dissecting spatial relationships from highly multiplexed data2022 Genome biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Jovan Tanevski, Ricardo O. Ramirez Flores, Attila Gábor, Denis Schapiro, Julio Sáez-Rodríguez
291citations -
Yeast9: A Consensus Yeast Metabolic Model Enables Quantitative Analysis of Cellular Metabolism By Incorporating Big Data2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Chengyu Zhang, Feiran Li, Cheng Wei Quan Eiden, William Taussig Scott, Ulf W. Liebal, Lars M. Blank, +8 more
8citations -
Multi-Omics Dataset of Heat Stress-Induced Memory in Arabidopsis2026 Scientific Data data-paper Agricultural and Biological Sciences Plant Stress Responses and Tolerance Open access
Venkatesh P. Thirumalaikumar, Li’ang Yu, Devender Arora, Umrah Mubeen, Andrew A. G. Wiszniewski, Dirk M. Walther, +5 more
0citations -
OmniPath: integrated knowledgebase for multi-omics analysis2025 Nucleic Acids Research article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Dénes Türei, Jonathan Schaul, Nicolàs Palacio‐Escat, Balázs Bohár, Yunfan Bai, Francesco Ceccarelli, +25 more
23citations -
OmniPath: integrated knowledgebase for multi-omics analysis2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Dénes Türei, Jonathan Schaul, Nicolàs Palacio‐Escat, Balázs Bohár, Yunfan Bai, Francesco Ceccarelli, +25 more
0citations -
An in-depth comparison of linear and non-linear joint embedding methods for bulk and single-cell multi-omics2023 Briefings in Bioinformatics article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Stavros Makrodimitris, Bram Pronk, Tamim Abdelaal, Marcel J. T. Reinders
12citations -
Integration of epidemiologic, pharmacologic, genetic and gut microbiome data in a drug–metabolite atlas2020 Nature Medicine article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access
Jun Liu, Lies Lahousse, Michel Guillaume Nivard, Mariska Bot, Lianmin Chen, Jan Bert van Klinken, +41 more
82citations -
Explainable multi-view framework for dissecting intercellular signaling from highly multiplexed spatial data2021 Research Square preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Jovan Tanevski, Attila Gábor, Ricardo Ramirez Flores, Denis Schapiro, Julio Sáez-Rodríguez
10citations