Markus W. Covert

12.4k citations
77 papers · 8.5k · 7 hit papers · h-index 38

Impact in

  • Biophysics top 0.1%
    • Cell Image Analysis Techniques
    • Microbial Metabolic Engineering and Bioproduction
    • Gene Regulatory Network Analysis
    • Bioinformatics and Genomic Networks
    • Single-cell and spatial transcriptomics

Papers in

    • Gene Regulatory Network Analysis 27
    • Microbial Metabolic Engineering and Bioproduction 25
    • Bioinformatics and Genomic Networks 12
    • RNA and protein synthesis mechanisms 5
    • Bacterial Genetics and Biotechnology 10

Markus W. Covert

75 papers receiving 8.4k citations

Markus W. Covert's Hit Papers

Deep learning for cellular image analysis 2019 · 787 citations
7870+7+14Years since publication250500750

Peers

Markus W. Covert
Comparison fields: 5 of 179
  • Biophysics 1.0k
  • Molecular Biology 5.8k
  • Immunology 913
  • Cancer Research 513
  • Structural Biology 44
Replace Colin Clarke with:
Colin Clarke Ireland
Rainer Pepperkok Germany
Robert A. Lindquist United States
Lani F. Wu United States
Steven J. Altschuler United States
Emma Lundberg Sweden
Jason Moffat Canada
James G. McNally United States
Thouis R. Jones United States
Jason R. Swedlow United Kingdom
Markus W. Covert relative to Colin Clarke Ireland Colin Clarke's profile →
Citations per field
00.5×1.5×2×2.3×
Colin Clarke · 1×
Citations per year

Countries citing papers authored by Markus W. Covert

Since Specialization
Citations

This map shows the geographic impact of Markus W. Covert's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Markus W. Covert with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Markus W. Covert more than expected).

Fields of papers citing papers by Markus W. Covert

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Markus W. Covert. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Markus W. Covert. The network helps show where Markus W. Covert may publish in the future.

Co-authors

The 25 scholars most cited alongside Markus W. Covert, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Markus W. Covert Line = papers co-authored together Markus W. Covert links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 77 papers — load more, or switch the sort, to bring in the rest.

#Work
1
A Whole-Cell Computational Model Predicts Phenotype from Genotype
Hit paper breakdown →
2012924
2
Deep learning for cellular image analysis
Hit paper breakdown →
2019787
3
Single-cell NF-κB dynamics reveal digital activation and analogue information processing
Hit paper breakdown →
2010651
4
Integrating high-throughput and computational data elucidates bacterial networks
Hit paper breakdown →
2004639
5
Achieving Stability of Lipopolysaccharide-Induced NF-κB Activation
Hit paper breakdown →
2005529
6
High-Sensitivity Measurements of Multiple Kinase Activities in Live Single Cells
Hit paper breakdown →
2014419
7
Deep Learning Automates the Quantitative Analysis of Individual Cells in Live-Cell Imaging Experiments
Hit paper breakdown →
2016364
8 2001336
9 2012302
10 2002298
11 2002283
12 2002261
13 2001249
14 2008244
15 2014202
16 2003130
17 2003122
18 2009118
19 2017112
20 200998

About Markus W. Covert

Markus W. Covert is a scholar working on Molecular Biology, Genetics, Immunology, Ecology and Cancer Research, having authored 77 papers that have together received 8.5k indexed citations. Recurring topics across this work include Gene Regulatory Network Analysis (27 papers), Microbial Metabolic Engineering and Bioproduction (25 papers), Bioinformatics and Genomic Networks (12 papers), Bacterial Genetics and Biotechnology (10 papers), Bacteriophages and microbial interactions (10 papers), Immune Response and Inflammation (8 papers), RNA and protein synthesis mechanisms (5 papers) and NF-κB Signaling Pathways (5 papers). The work is most often cited by research in Biophysics (1.0k citations), Molecular Biology (5.8k citations), Immunology (913 citations), Cancer Research (513 citations) and Structural Biology (44 citations). Markus W. Covert has collaborated with scholars based in United States, France and Poland. Frequent co-authors include Bernhard Ø. Palsson, Jacob Hughey, Takamasa Kudo, Derek N. Macklin, Markus J. Herrgård, Jonathan R. Karr, Christophe H. Schilling, Jeremy S. Edwards, Timothy K. Lee and Miriam V. Gutschow. Their work appears in journals such as Cell Systems, Journal of Theoretical Biology, PLoS Computational Biology, Biophysical Journal and Cell.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact