Johann A. Gagnon-Bartsch

Biochemistry, Genetics and Molecular Biology · University of Michigan

Mid career · publishing since 2010

Gene expression and cancer classification Advanced Causal Inference Techniques Single-cell and spatial transcriptomics Statistical Methods and Inference Bioinformatics and Genomic Networks

Publications

Citations

2,593

Est. group size

—

Recurring co-author estimate

Active years

Publishing since 2010

In context

Among 1,692 mid career Biochemistry, Genetics and Molecular Biology PIs within our index

Citations: 2,593cohort median 809

Publications / year (recent): 5.2cohort median 3.2

Typically publishes in teams of ~3 · 54% small-team papers (≤3 authors) · across 22 venues

Publication cadence

Publications per year over the last 10 years — averaging 5.2/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

Robust high-throughput imaging analysis with Wasserstein geodesic transformations
The Annals of Applied Statistics · 2026
Supplemental Material for "Leveraging Large Language Models to Improve Precision in Randomized Controlled Trials"
Zenodo (CERN European Organization for Nuclear Research) · 2026
Supplemental Material for "Leveraging Large Language Models to Improve Precision in Randomized Controlled Trials"
Zenodo (CERN European Organization for Nuclear Research) · 2026
Leveraging Large Language Models to Improve Precision in Randomized Controlled Trials
arXiv (Cornell University) · 2026
Leveraging Large Language Models to Improve Precision in Randomized Controlled Trials
arXiv (Cornell University) · 2026
CRISPRi screening in cultured human astrocytes uncovers distal enhancers controlling genes dysregulated in Alzheimer’s disease
Nature Neuroscience · 2025
Building a theoretical foundation for combining negative controls and replicates
Annals of the Institute of Statistical Mathematics · 2025
E-TRIALS: Empowering Data-Driven Decisions to Enhance Computer-Based Learning Platforms
arXiv (Cornell University) · 2025
Vec2Summ: Text Summarization via Probabilistic Sentence Embeddings
arXiv (Cornell University) · 2025
Precise unbiased estimation in randomized experiments using auxiliary observational data
Journal of Causal Inference · 2023
A Review of Containerization for Interactive and Reproducible Analysis
Journal of Data Science Statistics and Visualisation · 2023
Using Auxiliary Data to Boost Precision in the Analysis of A/B Tests on an Online Educational Platform: New Data and New Results
arXiv (Cornell University) · 2023
Using Auxiliary Data to Boost Precision in the Analysis of A/B Tests on an Online Educational Platform: New Data and New Results
Zenodo (CERN European Organization for Nuclear Research) · 2023
Building A Theoretical Foundation for Combining Negative Controls and Replicates
arXiv (Cornell University) · 2023
Comprehensive evaluation of deconvolution methods for human brain gene expression
Nature Communications · 2022

Publishes in

arXiv (Cornell University)×17
bioRxiv (Cold Spring Harbor Laboratory)×9
The Annals of Applied Statistics×3
Zenodo (CERN European Organization for Nuclear Research)×3
Bioinformatics×2

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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 25, 2026.

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