Gradient Boosting Model Predicts Low Birth Weight in Retrospective Singleton Study
A retrospective cohort study of 4,498 singleton pregnancies found that a gradient boosting machine model using early clinical indicators accurately ...
Tag: decision curve analysis
Neural Network Predicts In-Hospital Mortality in Male Aortic Dissection Surgery
A neural network model showed promising discrimination for predicting in-hospital mortality after surgery in male patients with acute type A ...
Triglyceride Glucose Index Outperforms Combined Body Mass Index in Elderly Heart Disease Study
A dual-center study revealed the triglyceride-glucose index predicted new-onset cardiovascular events in elderly coronary heart disease patients more effectively than ...
Contrast-Enhanced CT Models Differentiate Pathological Subtypes of Small Renal Cell Carcinoma
A retrospective study shows that contrast-enhanced CT deep learning and habitat radiomics models effectively differentiate common pathological subtypes of small ...
New Model Predicts Frailty Risk in Older Diabetic Foot Patients
A new risk screening model validated in 552 older patients identifies ten key factors for predicting frailty in those with ...
CT Radiomics Detects Lung Scarring in Scleroderma Patients as Well as Clinical Data, Small Study Finds
An exploratory study of 67 systemic sclerosis patients found that machine learning models built from HRCT radiomic features detected interstitial ...
New metric weighs prediction models across every clinical decision threshold
Researchers have introduced a continuous net benefit metric that summarises the clinical utility of prediction models across a whole range ...
Rethinking Continuous Endpoints in Clinical Decision Analysis Through Decision Curves
Researchers extend decision curve analysis to continuous endpoints, revealing how linearity assumptions and probability interpretations impact clinical utility.
Chest CT Scores and Bedside Nomogram Predict Severe Pneumonia After Traumatic Brain Injury
A retrospective single-center study of 781 traumatic brain injury patients built a nomogram combining early chest CT ground-glass opacity and ...
CT radiomics model predicts which ureteral stones will pass without surgery
A machine learning model combining CT radiomics with clinical variables predicted spontaneous ureteral stone passage within four weeks with an ...
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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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