Author

J. Toyras

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 Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Assay:imaging· 2 Organism:chicken / avian· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

A. A. Gatti· 1 shared A. Esrafilian· 1 shared A. Kohler· 1 shared A.-M. Mustonen· 1 shared B. Zimmermann· 1 shared D. G. Lloyd· 1 shared D. J. Saxby· 1 shared E. Nippolainen· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

A. A. Gatti

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Author profile →

2 papers

Recent·Most cited

An Automated and Robust Tool for Musculoskeletal and Finite Element Modeling of the Knee Joint

A. Esrafilian, S. Chandra, A. A. Gatti, M. J. Nissi, A.-M. Mustonen, L. Saisanen, J. Reijonen, P. Nieminen, P. Julkunen, J. Toyras, D. J. Saxby, D. G. Lloyd, R. K. Korhonen

The paper develops an automated knee musculoskeletal finite element modeling pipeline and compares two approaches for generating biomechanical models.

bioRxiv · Oct 14, 2023Bioengineering

Infrared fiber optic spectroscopy detects bovine articular cartilage degeneration

V. K. O. Virtanen, E. Nippolainen, R. Shaikh, I. Afara, J. Toyras, J. Solheim, V. Tafintseva, B. Zimmermann, A. Kohler, S. Saarakkala, L. Rieppo

This study uses FTIR-ATR spectroscopy to detect cartilage degeneration in bovine samples, showing high classification accuracy with machine learning models.

bioRxiv · May 18, 2020Biophysics