Shuyi Nie

HYPER-Net: Physics-Conditioned Self-Supervised Reconstruction for Fourier Light-Field Microscopy

HYPER-Net enables physics-conditioned self-supervised reconstruction for Fourier light-field microscopy, improving volumetric imaging across diverse biological contexts.

Volumetric Scattering Microscopy

This paper introduces Volumetric Scattering Microscopy (VSM), a computational framework for 3D fluorescence imaging in scattering biological media, achieving high-fidelity volumetric reconstruction across various samples.

Single-Cell RNA-Seq Reveals Endocardial Defect in Hypoplastic Left Heart Syndrome

This study uses single-cell RNA sequencing to identify endocardial defects in hypoplastic left heart syndrome, linking them to abnormal valve and septum development.