PET/CT model helps distinguish primary lung cancer from colorectal metastasis
A combined model of 18F-FDG PET/CT parameters and clinical risk factors achieved an AUC of 0.871 in distinguishing primary lung ...
Tag: diagnostic model
Gut Microbiome Test Spots Cholangiocarcinoma Across Fungi, Viruses and Bacteria
A stool-based machine learning model combining gut archaea, bacteria, fungi, viruses and microbial genes detected cholangiocarcinoma with an average AUC ...
Blood Test Model Built with Machine Learning Distinguishes First-Episode Schizophrenia from Healthy Controls
A retrospective case-control study from a single Chinese hospital built an internally validated machine learning model using six routine blood ...
MRI Deep Learning Model Distinguishes Liver Cancer Types Before Surgery
A multi-phase MRI deep learning model combined with clinical predictors differentiated hepatocellular carcinoma from mass-forming intrahepatic cholangiocarcinoma with AUCs of ...
CT venous-phase radiomics models distinguish early from advanced gastric cancer before surgery
A retrospective study found that CT venous-phase radiomics models, led by logistic regression, distinguished early from advanced gastric cancer with ...
Six Mitochondrial Genes Emerge as Candidate Biomarkers for Focal Segmental Glomerulosclerosis
A bioinformatics study identified six downregulated mitochondrial genes as candidate diagnostic biomarkers for the scarring kidney disease FSGS, supported by ...
New Nomogram Predicts Significant Liver Fibrosis in Bile Duct Disease
A multicenter retrospective study developed a nomogram using four routine blood parameters that outperformed conventional serum indices for detecting significant ...
Machine Learning Model Identifies Key Predictors for Acute-on-Chronic Liver Failure in Cirrhosis
A LightGBM-based diagnostic model was developed and validated in a multicenter retrospective study to improve the timely identification and risk ...
Blood Protein Panel Flags Early Esophageal Cancer with High Accuracy in Chinese Case-Control Study
A machine-learning model based on six serum proteins diagnosed esophageal squamous cell carcinoma with AUCs of 0.932 and 0.968 in ...
Five-Marker Tissue Model Distinguishes Benign from Malignant Breast Lesions in Internal Validation
A five-marker RNA-based tissue model developed by Chinese researchers distinguished benign from malignant breast lesions with an internal-validation accuracy of ...
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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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