Author

M. Jirstrand

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

A. Johnning· 1 shared A. Lokrantz· 1 shared A. Sjoberg· 1 shared E. Kristiansson· 1 shared J. S. Inda-Diaz· 1 shared L. Helldal· 1 shared L. Svensson· 1 shared M. Hessel· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperMicrobiology

A. Johnning

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1 paper

Recent·Most cited

Confidence-based Prediction of Antibiotic Resistance at the Patient Level

J. S. Inda-Diaz, A. Johnning, M. Hessel, A. Sjoberg, A. Lokrantz, L. Helldal, M. Jirstrand, L. Svensson, E. 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.

bioRxiv · May 9, 2023Microbiology