An Enhanced U‐Net Model for Precise Oral Epithelial Layer Segmentation Using Patch‐Based Training
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.70136
Abstract: The oral epithelial layer is crucial for detecting oral dysplasia and cancer from histopathology images. Accurate segmentation of the oral epithelial layer in biopsy slide images is essential for early detection and effective treatment planning… read more here.
Keywords: segmentation; histopathology; model; oral epithelial ... See more keywords
Deep learning-based method for segmenting epithelial layer of tubules in histopathological images of testicular tissue.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of medical imaging"
DOI: 10.1117/1.jmi.10.3.037501
Abstract: Purpose There is growing concern that male reproduction is affected by environmental chemicals. One way to determine the adverse effect of environmental pollutants is to use wild animals as monitors and evaluate testicular toxicity using… read more here.
Keywords: epithelial layer; method; testicular tissue; images testicular ... See more keywords
Accelerated epithelial layer healing induced by tactile anisotropy in surface topography
Sign Up to like & getrecommendations! Published in 2023 at "Science Advances"
DOI: 10.1126/sciadv.add1581
Abstract: Mammalian cells respond to tactile cues from topographic elements presented by the substrate. Among these, anisotropic features distributed in an ordered manner give directionality. In the extracellular matrix, this ordering is embedded in a noisy… read more here.
Keywords: accelerated epithelial; topography; epithelial layer; healing induced ... See more keywords