Author

C. Dallago

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1 Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1

Frequent Co-Authors

A. Elmas· 1 shared A. Madani· 1 shared A. Schlessinger· 1 shared B. Rost· 1 shared B. Wittmann· 1 shared D. Stein· 1 shared J. Mou· 1 shared K. E. Johnston· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperPharmacology & Toxicology

A. Elmas

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2 papers

Recent·Most cited

Structural Analysis of Genomic and Proteomic Signatures Reveal Dynamic Expression of Intrinsically Disordered Regions in Breast Cancer and Tissue

N. Zatorski, Y. Sun, A. Elmas, C. Dallago, T. Karl, D. Stein, B. Rost, K.-L. Huang, M. Walsh, A. Schlessinger

The paper introduces SAGES, a method using structural features to analyze proteomic and transcriptomic data, revealing dynamic expression of intrinsically disordered regions in breast cancer and drug perturbation relationships.

bioRxiv · Feb 23, 2023Pharmacology & Toxicology

FLIP: Benchmark tasks in fitness landscape inference for proteins

C. Dallago, J. Mou, K. E. Johnston, B. Wittmann, N. Bhattacharya, S. L. Goldman, A. Madani, K. K. Yang

FLIP introduces a benchmark for fitness landscape inference in proteins, focusing on function prediction and model generalization in protein engineering scenarios.

bioRxiv · Nov 9, 2021 · PreprintBioengineering