CFT-Triplet improves AI detection of thin pulmonary fissures
A hybrid AI framework combining Mamba2 context modeling, frequency-domain refinement and local texture analysis outperformed leading baselines for detecting pulmonary ...
Tag: image segmentation
UAC-Net links brain-tumor typing and MRI segmentation in one model
UAC-Net combined contextual attention and multi-scale feature fusion in a shared neural network that classified three brain-tumor types and delineated ...
Texture-Guided AI Sharpens Prostate Cancer Grading in Whole Slide Images
A new deep learning architecture called TexTNet integrates local binary pattern texture features into a Swin Transformer's attention mechanism to ...
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 ...
AI Learns to See Animals Hidden in the Wild With Near-Perfect Accuracy
A new PLOS One study reports a Harris Hawks-optimized bilateral segmentation deep learning network that detects wild animals with 99.8 ...
AI in breast cancer imaging: 284-study review maps detection, segmentation, explainability and clinical translation
A systematic review of 284 studies maps how AI is transforming breast cancer imaging, from CNN detection and foundation-model segmentation ...
Fusing Lung and Mediastinum Clues Helps AI Tell Bacterial From Viral Pneumonia in Children
A new machine learning study shows that fusing shape biomarkers from the lungs and mediastinum on pediatric chest X-rays can ...
AI Ensemble Reads Brain Scans With 98.5% Accuracy and Shows Its Work
Researchers in India have built a unified deep learning framework that classifies brain tumors in MRI scans with 98.52 percent ...
AI Imaging Tools May Look Accurate on Single Photos Yet Fail at Measuring Change Over Time
A new computational study shows that AI imaging systems judged accurate on individual photographs can produce badly distorted measurements of ...
Massive New Dataset Labels the Hidden Flaws in 20,000 Skin Cancer Images
A new expert-validated dataset provides multi-label artifact annotations for over 20,000 dermoscopic images, exposing the visual noise that undermines AI ...
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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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