Researchers at the University of Gothenburg in Sweden tap artificial intelligence (AI) to overcome challenges that have long plagued the study of living cells.
(Courtesy of Harsharan Singh Bhatia and Ali Ertürk, Helmholtz Munich)
Using spatial-omics, researchers could detect and analyze disease biomarkers at early stages of development, ultimately leading to quicker, more effective treatments.
Using a deep learning approach, researchers improved upon fluorescence microscopy to turn 2D images into stacks of virtual 3D slices showing activity inside organisms.
For the spectroscopic imaging experiments, Kano's research group used a spectroscopy CCD camera with super-deep-depletion CCD to yield high near-infrared quantum efficiency.