Author

K. Bonin

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Biophysics· 2 Cell Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell signaling & trafficking· 3 Research Focus:chromatin & epigenetic regulation· 2 Assay:fluorescence / live-cell microscopy· 2 Organism:human· 2 Approach:microscopy & imaging analysis· 2 Approach:Bayesian inference· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1

Frequent Co-Authors

P.-A. Vidi· 2 shared A. Smelser· 1 shared F. Iqbal· 1 shared G. Holzwarth· 1 shared H. Lee· 1 shared J. Lawrimor· 1 shared J. Liu· 1 shared K. Bloom· 1 shared

Activity by Year

2017-2020 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 17 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBiophysics

P.-A. Vidi

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Performance of deep learning restoration methods for the extraction of particle dynamics in noisy microscopy image sequences

P. Kefer, F. Iqbal, M. Locatelli, J. Lawrimor, M. Zhang, K. Bloom, K. Bonin, P.-A. Vidi, J. Liu

This study evaluates deep learning denoising methods for improving particle tracking accuracy in noisy microscopy images, finding supervised learning generally outperforms unsupervised approaches.

bioRxiv · Nov 4, 2020Biophysics

Human Mammary Cells in a Mature, Stratified Epithelial Layer Flatten and Stiffen Compared to Confluent and Single Cells

H. Lee, K. Bonin, M. Guthold

The paper measures mechanical properties of human mammary epithelial cells in different states, finding that cells in a mature epithelial layer are significantly stiffer than single or confluent cells.

bioRxiv · Mar 8, 2020Biophysics

Structured illumination to spatially map chromatin motions

K. Bonin, A. Smelser, N. Salvador-Moreno, G. Holzwarth, K. Wang, P. Levi, P.-A. Vidi

The paper introduces a method to map chromatin motions in live cells using structured illumination and finds correlated local motions and reduced diffusion during DNA damage.

bioRxiv · Sep 19, 2017Cell Biology