Author

Piotr Przybyła

University of ManchesterORCID 0000-0001-9043-6817Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Alexandra Bannach‐BrowniD· 1 shared Andrew S. C. RiceiD· 1 shared James ThomasiD· 1 shared Jing LiaoiD· 1 shared Malcolm Robert MacleodiD· 1 shared Sophia AnaniadouiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Alexandra Bannach‐BrownORCID

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1 paper

Recent·Most cited

NeuroscienceSystematic ReviewsPeer-reviewedJan 15, 2019

Machine learning algorithms for systematic reviews: reducing workload in a preclinical review of animal studies and reducing human screening error

Alexandra Bannach‐Brown, Piotr Przybyła, James Thomas…·Malcolm Robert Macleod

This paper applies machine learning to citation screening in systematic reviews of animal studies, improving sensitivity and identifying human errors.

186 citationstop 4%

mousemachine learning (classical)

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