AI Learns to Spot Vision-Threatening Swelling in Rare Eye Disease From Retinal Scans
A convolutional neural network trained with transfer learning can identify angiographic patterns of cystoid macular edema in retinal vasculitis patients, ...
Tag: nested cross-validation
AI Model Predicts Breast Cancer Spread to Lymph Nodes Before Surgery
A leakage-controlled multimodal AI model combining PET/CT radiomics, deep-learning features, metabolic parameters and blood-based indices achieved moderate preoperative prediction of ...
AI Reads Heart Muscle Layers to Tell Myocarditis Apart from Heart Attacks
A new CMR and machine-learning study shows that layer-specific heart muscle strain combined with routine blood tests can distinguish acute ...
AI Reads CT Scans to Predict Esophageal Cancer Response, With Mixed Results
A Chinese proof-of-concept study found that a CT radiomics model predicting early response to radiotherapy in elderly esophageal cancer patients ...
AI Learns to Grade Crohn’s Disease Severity From Just a Handful of Expert-Labeled Cases
Researchers in China built a prototypical network-based few-shot learning framework that reproduces expert consensus severity stratification in newly diagnosed Crohn's ...
A Simple Mouth Rinse and Machine Learning Reveal a Spit-Based Warning Sign of High Blood Sugar
Machine learning analysis of oral rinse samples from The Maastricht Study identified the protein REG1A as a non-invasive marker of ...
AI Model Flags Gastric Cancer in Patients With Psychological Symptoms
Researchers in Qingdao developed an interpretable XGBoost model that distinguishes gastric cancer from intestinal metaplasia in patients with psychological symptoms ...
New software brings rigorous nested validation to genomic prediction
A new Python-based tool called NV4GP brings statistically rigorous nested cross-validation and independent validation to genomic prediction, allowing breeders without ...
Machine Learning With Threshold Optimization Could Help Reduce Unnecessary Appendectomies in Adults
Researchers in Croatia show that threshold-calibrated machine learning models built on routine clinical and laboratory data can identify a small ...
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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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