Open-source suite exposes how algorithms change porous-stone measurements
An open-source application unifies 14 pore-segmentation methods with colour and ageing analysis, revealing that identical stone images can produce image-porosity ...
Tag: segmentation
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 ...
Multimodal semantic segmentation measurement of shank length in live chickens based on SegFormer and geometric positioning strategy
A multimodal SegFormer system measured live-chicken shank length through anatomical masks and geometric anchors, achieving low repeated-measurement variation but substantial ...
AI Reads Ultrasound Images to Track Gout Tophi Automatically
For millions of people living with gout, the painful reality of the disease is written in lumps of crystallized uric ...
Lightweight AI Reads Freezing Damage in Camelina From Hyperspectral Images
A random forest pseudo-labeling pipeline trains a compact deep learning model to segment freeze damage pixel-wise in hyperspectral imagery, cutting ...
AI Meets Ultrasound: Hybrid Deep Learning Models Sharpen Breast Cancer Detection
Researchers at the Vellore Institute of Technology developed three hybrid deep learning models combining convolutional networks, transformers, and clinical metadata ...
Dual-attention pyramid AI sharpens liver tumor detection on CT scans
Researchers in India report a hybrid dual-attention pyramidal deep learning model that detects liver tumors on CT scans with 96.52 ...
Smart Threshold: X-ray CT adapts apple segmentation across 12 cultivars
An adaptive porosity-based segmentation method called Smart Threshold replaces fixed thresholds in apple CT imaging, revealing cultivar-specific tissue architecture and ...
AI Learns to See Cell Nuclei Clearly in Cheap Tissue Stains
Every cancer diagnosis begins with a slide. A thin slice of tumor tissue is stained, mounted on glass, and examined ...
AI Learns to Weigh Its MRI Evidence to Track Multiple Sclerosis Lesions
Multiple sclerosis is a disease of accumulated evidence. Radiologists count and measure the bright white matter lesions that scar the ...
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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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