AI Workflow Maps Rock Fractures from Drone Images with Scarce Labels
A new informatics workflow transfers fracture-segmentation knowledge from a large dataset to small UAV survey sites, improving crack maps where ...
Tag: image segmentation
LDNP-enhanced CNN improves COVID-19 lung CT segmentation in small dataset
A lightweight CNN combining directional texture information with original CT images improved COVID-19 infection segmentation in a computational study of ...
DeiT framework pairs plant disease detection with interpretable severity estimates
A hybrid DeiT system reached 99.13% accuracy on a 38-class plant disease benchmark while combining local and global AI explanations ...
Hybrid swarm algorithm sharpens green segmentation of field maize seedling images
A hybrid particle swarm and evolutionary optimization algorithm uses multilevel thresholding to isolate green maize seedlings from complex field backgrounds ...
Signed Distance Maps Sharpen Tissue Boundary Segmentation in Breast Cancer Slides
A semi-supervised framework that guides segmentation networks with signed distance maps achieved stronger boundary delineation on two breast cancer histopathology ...
CT Fat Density Reveals Region-Specific Changes Around Kidney Cancer
A retrospective CT study found localized differences in perirenal fat density around renal cell carcinoma, but the association was no ...
Deep learning pipeline detects and maps satellite oil spills
A three-stage CNN and transformer pipeline identified satellite image types and detected oil with high reported accuracy, while a lightweight ...
Open-source software evaluation finds variable fossil-segmentation performance across five synchrotron tomography datasets
A software evaluation found that the open-source ml4paleo pipeline performed best on a high-contrast fossil tomography dataset, while its default ...
Photo-based AI classifies cavities and restorations in children’s primary molars
A multistage AI pipeline detected primary molars in children’s intraoral photographs and classified visible findings with 85.9% accuracy in a ...
AI-assisted CT reveals distinct left atrial shape measures in atrial fibrillation
A retrospective imaging study found that six AI-assisted CT measures of left atrial shape are mathematically distinct and vary in ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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