Shukran Alizada

This study shows that 3D spatiotemporal CNNs outperform 2D CNNs in classifying cell states from QPI timelapse data, with accuracy improving as more frames are added.

QUILPEN quantifies pigmentation and organelle content in melanocytes using label-free imaging, revealing heterogeneity and heritable pigment synthesis rates.

This study shows that dual FGFR/VEGFR inhibition causes regression of acral melanoma by targeting the tumor microenvironment rather than directly killing cancer cells.