AI Spots Lung Cancer Hiding Behind a Veil of Pneumonia on CT Scans
Researchers have built an interpretable 2.5D deep learning model that fuses contrast-enhanced CT features with clinical variables to reliably distinguish ...
Tag: radiomics
AI Framework Spots MS Lesions With Record Accuracy by Fusing MRI and Clinical Data
A new deep learning framework called MedSegNet-AXU segments multiple sclerosis lesions from 3D MRI with a 98.58 percent Dice score ...
PET Scans and Tumor Immunity: New Study Probes the Hidden Link in Breast Cancer
An exploratory study of 61 breast cancer patients found only weak, statistically fragile links between regional tumor immune-stromal composition and ...
AI Reads Eye Scans: Machine Learning Spots Dangerous Orbital Tumors on MRI
A two-center study shows that an MRI-based radiomics nomogram using a multilayer perceptron classifier can distinguish malignant from benign orbital ...
AI Reads MRI Scans to Predict Hidden Gastric Cancer Spread Before Surgery
Researchers in Guangzhou built a machine-learning model that combines MRI radiomics and clinical variables to predict lymphovascular invasion in gastric ...
AI Reads Breast Microcalcifications With New Precision, Cutting Unneeded Biopsies
A multicenter study shows a hybrid deep learning model combining CNN and graph convolutional networks can predict malignancy in BI-RADS ...
AI Reads Tumor Habitats on MRI to Predict Prostate Cancer Aggressiveness Before Surgery
Researchers in Nanjing developed an interpretable machine learning model that analyzes MRI tumor subregions to predict prostate cancer aggressiveness noninvasively ...
AI Reads Routine MRI Scans to Predict Brain Invasion in Meningiomas Before Surgery
A Chinese research team has built a radiomics and deep learning model that predicts brain invasion in meningiomas from routine ...
Radiomics Meets MR Cytometry: AI Sharply Improves Breast Tumor Diagnosis on MRI
A two-center study shows that radiomic analysis of MR cytometry parameter maps outperforms mean-value-based diffusion MRI metrics for distinguishing benign ...
AI Reads Ultrasound and MRI Together to Predict Breast Cancer Subtypes Without a Biopsy
A two-center Chinese study shows that a machine learning model combining radiomics features from ultrasound and DCE MRI can non-invasively ...
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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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