fluorescence microscopy
PulseAugur coverage of fluorescence microscopy — every cluster mentioning fluorescence microscopy across labs, papers, and developer communities, ranked by signal.
-
CNNs rely on pixel intensity over texture for vascular imaging
A new research paper explores how Convolutional Neural Networks (CNNs) interpret visual information for vascular segmentation in microscopy and fundus imaging. The study found that pixel intensity is more crucial than t…
-
New research probes CNNs' visual cues for vascular segmentation
A new paper explores how Convolutional Neural Networks (CNNs) identify blood vessels in medical images, specifically in fluorescence microscopy and retinal fundus photography. Researchers found that pixel intensity is m…
-
SAM adapted for microscopy with synthetic data
Researchers have adapted the Segment Anything Model (SAM) for segmenting mitochondria in fluorescence microscopy images. The primary challenge addressed is the domain shift between natural images and microscopy data, al…