AI Reads Brain Scans and ICU Scores to Spot a Deadly Sepsis Complication
Researchers in Wuhan combined automated whole-brain MRI segmentation with APACHE II and SOFA scores in an XGBoost machine learning model ...
Tag: LASSO regression
Ultrasound Nomogram Distinguishes Rare Breast Inflammation From Cancer With Near-Perfect Accuracy
A new multimodal ultrasound nomogram distinguishes granulomatous lobular mastitis from invasive ductal carcinoma with a validation AUC of 0.978, though ...
AI Model Predicts Farm Water Use With 99.7% Accuracy in China’s Driest River Basin
A hybrid PCA-Lasso statistical model developed by Chinese researchers forecasts agricultural water use in the Heihe River Basin with 99.7 ...
AI Reads CT Scans to Predict Kidney Cancer Surgery Better Than Standard Scoring
A CT-based radiomic model outperformed the R.E.N.A.L. nephrometry score in predicting which patients with clear cell renal cell carcinoma would ...
Simple Five-Point Score Predicts 28-Day Death Risk in Children With Septic Shock
Researchers in China developed a simple five-point clinical score, built from four variables available within 24 hours of PICU admission, ...
Three Bedside Factors Predict Death in E. coli Bloodstream Infections
Researchers in Shenzhen developed a three-variable nomogram using respiratory failure, malignancy and blood urea nitrogen to predict in-hospital mortality in ...
Who Answers the Call? Massive Trial Reveals Why the Sickest Patients Slip Through Care Coordination’s Fingers
A national randomized trial of telephone-based care coordination found that only 59 percent of high-need, high-cost beneficiaries could be contacted ...
New Risk Model Flags Skin Damage Around PICC Lines Before It Strikes
A prospective study of nearly 1,900 patients in China has developed and temporally validated a six-factor prediction model for catheter-associated ...
New Risk Calculator Predicts Cholesterol Spikes in Diabetes Patients
Researchers in Guangzhou have developed and externally validated a seven-variable nomogram that predicts one-, three-, and five-year risk of LDL-C ...
AI Models Predict Recovery Risks Before Thymic Tumor Surgery
Researchers in Shandong, China, have developed and externally validated machine learning models that use preoperative data to predict complications, prolonged ...
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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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