241 citations · 925 across the 11 of their papers we have counts for
4 papers · 1 filter
Phase Imaging with Computational Specificity (PICS) for measuring dry mass changes in sub-cellular compartments
Mikhail E. Kandel, Yuchen R. He, Young Jae Lee +7
Due to its specificity, fluorescence microscopy (FM) has become a quintessential imaging tool in cell biology. However, photobleaching, phototoxicity, and related artifacts continu…
Label-free colorectal cancer screening using deep learning and spatial light interference microscopy (SLIM)
Jingfang "Kelly" Zhang, Yuchen R. He, Nahil Sobh +1
Current pathology workflow involves staining of thin tissue slices, which otherwise would be transparent, followed by manual investigation under the microscope by a trained patholo…
Topology optimization of 2D structures with nonlinearities using deep learning
Diab W. Abueidda, Seid Koric, Nahil A. Sobh
The field of optimal design of linear elastic structures has seen many exciting successes that resulted in new architected materials and structural designs. With the availability o…
Deep Learning Enabled Strain Mapping of Single-Atom Defects in 2D Transition Metal Dichalcogenides with Sub-picometer Precision
Chia-Hao Lee, Abid Khan, Di Luo +9
2D materials offer an ideal platform to study the strain fields induced by individual atomic defects, yet challenges associated with radiation damage have so-far limited electron m…