Markus W. Covert

12.2k citations
74 papers · 8.0k indexed · 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 32
    • Microbial Metabolic Engineering and Bioproduction 26
    • Bioinformatics and Genomic Networks 15
    • Single-cell and spatial transcriptomics 6

Markus W. Covert

73 papers receiving 7.8k citations

Hit Papers

Deep learning for cellular image analysis 2019 · 737 citations
7372004202620112018250500750

Peers

Markus W. Covert
Comparison fields: 5 of 176
  • Biophysics 1.0k
  • Molecular Biology 5.6k
  • Immunology 948
  • Cancer Research 535
  • Structural Biology 44
Replace Colin Clarke with:
Colin Clarke Ireland
Rainer Pepperkok Germany
Lani F. Wu United States
Steven J. Altschuler United States
Emma Lundberg Sweden
Jason Moffat Canada
Thouis R. Jones United States
Jason R. Swedlow United Kingdom
Matthias Peter Switzerland
David A. Guertin United States
Markus W. Covert relative to Colin Clarke Ireland Colin Clarke's profile →
Citations per field
00.5×1.5×2.2×
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-authorship network

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
#Work
1 20250
2 20247
3 20235
4 202220
5 20226
6 202043
7 201810
8
Deep Learning Automates the Quantitative Analysis of Individual Cells in Live-Cell Imaging Experiments
Hit paper breakdown →
2016337
9 201544
10 201440
11 201315
12 201317
13 20111
14
Single-cell NF-κB dynamics reveal digital activation and analogue information processing
Hit paper breakdown →
2010636
15 200944
16
Integrating high-throughput and computational data elucidates bacterial networks
Hit paper breakdown →
2004592
17 200363
18 2003105
19 2002236
20 2001303

About Markus W. Covert

Markus W. Covert is a scholar working on Biophysics, Molecular Biology, Cancer Research, Immunology and Microbiology, having authored 74 papers that have together received 8.0k indexed citations. Recurring topics across this work include Gene Regulatory Network Analysis (32 papers), Microbial Metabolic Engineering and Bioproduction (26 papers), Bioinformatics and Genomic Networks (15 papers), Bacteriophages and microbial interactions (10 papers), Bacterial Genetics and Biotechnology (10 papers), Immune Response and Inflammation (9 papers), Single-cell and spatial transcriptomics (6 papers) and NF-κB Signaling Pathways (6 papers). The work is most often cited by research in Biophysics (1.0k citations), Molecular Biology (5.6k citations), Immunology (948 citations), Cancer Research (535 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, Jonathan R. Karr, Derek N. Macklin, Markus J. Herrgård, 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

Rankless by CCL
2026