Author

Mats Jirstrand

Department of Systems and Data Analysis, Fraunhofer-Chalmers Center

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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Microbiology· 1

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Research Focus:benchmarking· 1 Assay:clinical cohort / trial· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Anders Sjöberg· 1 shared Anna JohnningiD· 1 shared Anna Lokrantz· 1 shared Erik KristianssoniD· 1 shared Juan S. Inda-DíaziD· 1 shared Lennart Svensson· 1 shared Lisa Helldal· 1 shared Magnus Hessel· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperMicrobiology

Anders Sjöberg

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1 paper

Recent·Most cited

MicrobiologybioRxivMay 9, 2023

Confidence-based Prediction of Antibiotic Resistance at the Patient Level

Juan S. Inda-Díaz, Anna Johnning, Magnus Hessel…·Erik Kristiansson

This paper introduces a deep learning method that predicts antibiotic susceptibility using patient data and AST results, achieving high accuracy and low error rates across multiple antibiotics.

DOI 10.1128/mbio.03431-25

clinical cohort / trialdeep learning

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