2 papers
cs.CV2026
Robust Image-Driven Phenotyping of Ovarian Tumor Cells using Optimized Dynamic Features in Hyperbolic Channels
Hong-Fei Li, Xi-Lin Gao, Yi-Juan Xiang +6
Label-free, image-based cellular mechanophenotyping in microfluidic devices provides a high-throughput method for single-cell profiling. However, while complex microchannels (e.g.,…
physics.flu-dyn2021
Deep-learning Assisted Extraction of Fluid Velocity from Scalar Signal Transport in a Shallow Microfluidic Channel
Xiao Zeng, Chundong Xue, Kejie Chen +2
Precise measurement of flow velocity in microfluidic channels is of importance in microfluidic applications, such as quantitative chemical analysis, sample preparation and drug syn…