Author

G. Tozzi

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· 5

Signature Assays, Organisms & Methods

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Approach:experimental assay· 4 Research Focus:cell type annotation· 3 Assay:imaging· 3 Organism:chicken / avian· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1

Frequent Co-Authors

A. Rawlings· 1 shared A. Sensini· 1 shared A. Zucchelli· 1 shared C. Black· 1 shared C. Gotti· 1 shared E. Newham· 1 shared G. Cidonio· 1 shared G. Giavaresi· 1 shared

Activity by Year

2021-2023 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 12 mutual co-author links

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1 shared paperBioengineering

A. Rawlings

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5 papers

Recent·Most cited

Data-driven image mechanics (D2IM): a deep learning approach to predict displacement and strain fields from undeformed X-ray tomography images - Evaluation of bone mechanics.

P. Soar, G. Tozzi

This paper introduces D2IM, a deep learning model that predicts displacement and strain fields from undeformed X-ray images of bone using data from digital volume correlation.

bioRxiv · Sep 21, 2023Bioengineering

Full-field strain distribution in hierarchical electrospun nanofibrous Poly-L(lactic) acid and Collagen based scaffolds for tendon and ligament tissue regeneration: a multiscale study

A. Sensini, O. Stamati, G. Marchiori, N. Sancisi, C. Gotti, G. Giavaresi, L. Cristofolini, M. L. Focarete, A. Zucchelli, G. Tozzi

This study develops hierarchical electrospun scaffolds mimicking tendon and ligament structures and measures their strain distribution using multiscale analysis.

bioRxiv · Jun 1, 2023Bioengineering

Biofabrication of nanocomposite-based scaffolds containing human bone extracellular matrix for the differentiation of skeletal stem and progenitor cells

Y.-H. Kim, J. M. Kanczler, S. Lanham, A. Rawlings, M. Roldo, G. Tozzi, J. I. Dawson, G. Cidonio, R. O. C. Oreffo

This paper develops a nanocomposite bioink using human bone extracellular matrix, nanoclay, and alginate for 3D bioprinting to support osteogenic differentiation of bone marrow stromal cells in vitro and ex vivo.

bioRxiv · Apr 7, 2023 · PreprintBioengineering

Nonlinear micro finite element models based on digital volume correlation measurements predict early microdamage in newly formed bone

M. Pena Fernandez, S. J. Sasso, S. McPhee, C. Black, J. Kanczler, G. Tozzi, U. Wolfram

bioRxiv · Feb 26, 2022Bioengineering

Collagen Pre-strain Discontinuity at the Cartilage - Bone Interface

W. Badar, H. Ali, O. N. Brooker, E. Newham, T. Snow, N. J. Terrill, G. Tozzi, P. Fratzl, M. M. Knight, H. S. Gupta

The paper identifies a pre-strain gradient in collagen fibrils at the bone-cartilage interface, linking it to biomechanical resilience and osteoarthritis progression.

bioRxiv · Oct 1, 2021Bioengineering