Deep Learning of Position-Aligned Dynamic Cell Deformation Trajectories for Ovarian Cell Phenotyping in Hyperbolic Microchannels
Cell deformation during microfluidic transport evolves continuously, whereas cell phenotyping commonly relies on geometric descriptors measured at one or a few predefined channel positions. Such fixed-position measurements capture selected deformation states but overlook how the cellular response progresses along the...