In silico labeling in cell biology: Potential and limitations
N Elmalam, LB Nedava, A Zaritsky - Current Opinion in Cell Biology, 2024 - Elsevier
In silico labeling is the computational cross-modality image translation where the output
modality is a subcellular marker that is not specifically encoded in the input image, for …
modality is a subcellular marker that is not specifically encoded in the input image, for …
Image denoising and the generative accumulation of photons
We present a fresh perspective on shot noise corrupted images and noise removal. By
viewing image formation as the sequential accumulation of photons on a detector grid, we …
viewing image formation as the sequential accumulation of photons on a detector grid, we …
Can virtual staining for high-throughput screening generalize?
The large volume and variety of imaging data from high-throughput screening (HTS) in the
pharmaceutical industry present an excellent resource for training virtual staining models …
pharmaceutical industry present an excellent resource for training virtual staining models …
Seeing more with less: Extensible Immunofluorescence (ExIF) accessibly generates high-plexity datasets by integrating standard 4-plex imaging data
J Lock, I Gunawan, F Kohane, K Nguyen, Y Zheng… - 2024 - researchsquare.com
Standard immunofluorescence imaging captures just~ 4 molecular markers ('4-plex') per
cell, limiting dissection of complex biology. Inspired by multimodal omics-based data …
cell, limiting dissection of complex biology. Inspired by multimodal omics-based data …