Phenotyping Senescent Mesenchymal Stromal Cells using AI Image Translation
Leya Weber+, Brandon Lee+, Sara Imboden, Cho-Jui Hsieh, and Neil Y.C. Lin*
Current Research in Biotechnology, 5, 100120 (2023) PDF
Concept Gradients: Concept-Based Interpretation without Linear Assumption
Andrew Bai, Chih-Kuan Yeh, Neil Y. C. Lin, Pradeep Ravikumar, Cho-Jui Hsieh
International Conference on Learning Representation (ICLR) (2023) PDF
Ensemble-based Trustworthy AI Image Translation for Microscopy-based Cell Phenotyping
Sara Imboden, Xuanqing Liu, Cho-Jui Hsieh, and Neil Y. C. Lin
(In Review)
Marie C. Payne, SumYat Ho, Takao Hashimoto, Sara Imboden, Johnny A. Diaz, Brandon S. Lee, Melissa J. Rupert, Nathan Y. Cai, Andrew S. Goldstein, and Neil Y.C. Lin
Biotechnology Journal, 2200434 (2023) PDF
Rapid prototyping of functional acoustic devices using laser manufacturing
Xiang Zhang, Rosa Son, Yen-Ju Lin, Alexi Gill, Shilin Chen, Tong Qi, David Choi, Jing Wen, Yunfeng Lu, Neil YC Lin, and Pei-Yu Chiou
Lab on a Chip, 22, 4327 (2022) PDF
Supracellular Measurement of Spatially Varying Mechanical Heterogeneities in Live Monolayers
Alexandra Bermudez, Zachary Gonzalez, Bao Zhao, Ethan Salter, Xuanqing Liu, Leixin Ma, Mohammad Khalid Jawed, Cho-Jui Hsieh, and Neil Y.C. Lin
Biophysical Journal, 121(18), 3358-3369 (2022) PDF
Cell-cell Adhesion Impacts Epithelia Response to Substrate Stiffness: Morphology and Gene Expression, David Choi, Zachary Gonzalez, Sum Yat Ho, Alexandra Bermudez, and Neil Y.C. Lin
Biophysical Journal, 121(2), 336-346 (2022) PDF
Investigating Heterogeneities of Live Mesenchymal Stromal Cells Using AI-Based Label-Free Imaging, Sara Imboden, Xuanqing Liu, Brandon S. Lee, Marie C. Payne, Cho-Jui Hsieh, and Neil YC Lin.
Scientific Report 11, no. 1 (2021): 1-11. PDF
Selective publications before UCLA (Google Scholar)
Neil Y. C Lin, K. Homan, S. Robinson, D. Kolesky, N. Duarte, A. Moisan*, and J. Lewis*
Determining Quiescent Colloidal Suspension Viscosities Using the Green-Kubo Relation and Image-Based Stress Measurements
Neil Y.C. Lin, Matthew Bierbaum, and Itai Cohen
Quantitative Light Microscopy of Dense Suspensions: Colloid Science at the Next Decimal Place
B. Leahy, Neil Y.C. Lin, Itai Cohen
Three-dimensional microscale flow of polymer coatings on glass during indentation
L. Bartell, Neil Y.C. Lin, J. Lyon, M. Sorensen, D. Clark, M. Lockhart, J. Matthews, G. Glaesemann, M. DeRosa, and I. Cohen.
How Confinement-Induced Structures Alter the Contribution of Hydrodynamic and Short-Ranged Repulsion Forces to the Viscosity of Colloidal Suspensions
M. Ramaswamy. Neil Y.C. Lin, B. Leahy, C. Ness, A. Fiore, J. Swan, and I. Cohen
Tunable shear thickening in suspensions
Neil Y. C. Lin, Chris Ness, Mike Cates, Jin Sun, and Itai Cohen
Measuring nonlinear stresses generated by defects in 3D colloidal crystals
Neil Y. C. Lin, Matthew Bierbaum, Peter Schall, James P. Sethna, and Itai Cohen
Relating microstructure and particle-level stress in colloidal crystals under increased confinement