Deep learning maps ventilator-associated pneumonia on CT and predicts mortality risk
A retrospective study of 512 ICU patients reports a multimodal deep-learning framework that segments CT lesions in ventilator-associated pneumonia and ...
Tag: Medical Imaging
Federated learning framework aims to stabilize colorectal cancer CT classification across hospitals
A new personalized federated learning framework uses Transformer-based dynamic aggregation and adaptive regularization to improve colorectal cancer CT image classification ...
Convolution-Inspired Spiking Neural P Circuit Achieves Lossless 75 Percent Image Resizing in Reversible Data-Hiding Framework for DICOM Medical Images
A convolution-inspired Spiking Neural P circuit encodes halftone binary images into colored spikes with a 75 percent size reduction and ...
Explainable AI lags in stroke lesion deep learning, review finds
A systematic review finds hybrid CNN-transformer models lead stroke lesion analysis, but explainable AI appears in only 11 percent of ...
MRI-based radiomics nomogram predicts axillary lymph node status before breast cancer surgery
A retrospective study of 201 patients built a nomogram combining ultrafast DCE-MRI and ADC radiomics features with clinical risk factors ...
Intestinal ultrasound score tracks Crohn’s disease activity with high accuracy
A prospective study of 28 Crohn's disease patients found that a standardized intestinal ultrasound score correlated strongly with clinical activity ...
Decades of AI in Prostate Cancer Show Technical Gains but Clinical Utility Remains Elusive
A review of three decades of artificial intelligence in prostate cancer demonstrates that while technical performance has advanced significantly, definitive ...
Explainable AI Could Help Diagnose Neglected Tropical Diseases in Darker Skin, Review Finds
A structured narrative review finds that explainable AI techniques may improve transparency in diagnosing skin-manifesting neglected tropical diseases, while deep ...
Ultrasound Parameters Show Promise in Assessing Testicular Injury Following Torsion
Researchers found that contrast-enhanced ultrasound parameters TTP and R-PI demonstrate strong diagnostic capability for identifying testicular torsion and assessing subsequent ...
AI Model Impression-R1 Matches Radiologists in Multicenter Impression Writing Test
A domain-specialized reasoning model called Impression-R1 matched or outperformed general-purpose AI and participating radiologists on radiological impression generation across 11,884 ...
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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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